{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "I will use this notebook to demonstrate some calculations of photon emission properties from a nanofiber-trapped neutral atom system using MEEP and plotting in Julia."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "run(pipeline(`mpirun -n 6 meep-mpi \"nanofiber.ctl\"`, \"nanofiber.out\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Local field evolution\n",
    "\n",
    "This should be obtained by setting up a point-monitor at the dipole position and append time-dependent field components in some short periods. \n",
    "The data is stored in the `nanofiber-Ert.h5` file.\n",
    "Now we plot out the time-dependent evolution of the field at the dipole position."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ex.i                     Dataset {1200/Inf}\n",
      "ex.r                     Dataset {1200/Inf}\n",
      "ey.i                     Dataset {1200/Inf}\n",
      "ey.r                     Dataset {1200/Inf}\n",
      "ez.i                     Dataset {1200/Inf}\n",
      "ez.r                     Dataset {1200/Inf}\n"
     ]
    }
   ],
   "source": [
    "run(`h5ls data/nanofiber-Ert-ex.h5`)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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OgFq1ahEWFkZYWFjeNkgkk3IqzhQkijUiIjnrQcWaAt+ZeOPGDVq3bs2NGzfYtm2b1dLtKcPGUoYmpxYREYGXlxdOTk6WvMHBwXbzAZahN7lRpz2//vorr7zySpr7RUQkaxYuXJju8Mn78fHxsTuU+X6/2728vHBxcUkzfqQu6+PjQ1JSEpGRkVb/SUhMTOTKlSuWfF5eXri6uuLp6Wl5kJaidOnSAFy9etVuZ6LijIhI7shunClIFGtERHJHbseaAt2ZGB8fT9u2bfnjjz/YsGED1apVs9pftmxZSpUqxd69e23K7t69G39/f8u2v78/c+bMITQ01GrBlJ07d2IymSx5c6NOeypWrAiY/4LUqFHjPleicBg8eDBTp07N62bkK7om1nQ9bOma3HXs2DFeeeUVy+/XrPL39yc4OJibN29aLcJyv9/tJpOJ2rVr240fu3btonLlypZVmP39/TEMg71799K6dWtLvj179pCcnGw5Rsrx9u7dy+3bt62G1ly4cAEgzcWSFGfs078Za7oe1nQ9bOma3JVTcaYgUayxpX8z1nQ9bOmaWNP1sPagYk2B7UxMTk6ma9eu7Nq1i9WrV1tW0bxXp06dmD9/PhcuXMDX1xeADRs2cOLECYYOHWrJ16FDBwYPHsyXX37J559/bkmfOXMmvr6+NG7cOFfrvFfKMIAaNWpQr169zFyaAqt48eK6FvfQNbGm62FL18RWdodZde7cmUmTJjF79myGDBkCQEJCAnPnzqVRo0aWuHDu3Dlu3bpl9aCrc+fOjBo1iv3791v+XI4fP87GjRsZMWKEJV/z5s3x8vJixowZVp2JM2bMwN3dnRdeeMGS9tJLL7Fr1y7mzZtHYGAgYB4KvWjRIv72t79ZvbFv7zoozljTvxlruh7WdD1s6ZrY0nDeuxRrbOnfjDVdD1u6JtZ0PezL7VhTYDsThwwZwpo1a2jfvj2RkZEsWrTIan/K656jR49m+fLlNG3alHfeeYfo6GgmTZpEnTp16N27tyW/r68vgwYNYtKkSSQkJNCwYUNWrVrF9u3bWbx4sdXwsdyoU0REHg4BAQF06dKFUaNGcenSJapUqcLcuXM5c+YM3377rSVfjx492LJlC8nJyZa0fv368dVXX9GmTRuGDRuGo6MjU6dOxcfHx9IxCeZFVsaPH0///v3p2rUrrVq1YsuWLSxevJiJEydSokQJS94+ffrw9ddf8/bbb3P8+HHKly/P/PnzOXfuHD/99NODuSgiIiIiIlJgFNjOxIMHD2IymVizZg1r1qyx2Z/SmfjYY4+xefNmhgwZwqhRo3B2dqZt27ZMmjTJMrdhiqCgILy8vJg1axbz5s2jatWqLFq0iJdeeskqX27UKSKSHWfPniUyMtIm/dq1a+zfvz8PWpS3SpYsSfny5XOt/gULFjB27FgWLlzI1atXeeKJJ1i7di1NmjSx5DGZTDg4OFiV8/DwYPPmzQwePJgPP/yQ5ORkmjVrxpQpU/D29rbK27dvX5ydnZk8eTJr1qyhXLlyfPrppwwYMMAqn6urK5s2bWLEiBF8++23xMTE4O/vz88//8yzzz6ba9dARAofe7GmsMYZyP1YIyJS2CjOWMvLOFNgOxM3bdqU4bw1atRg3bp1Gco7cuRIRo4cmSd1iohkxdmzZ6lRowa3bt2yu79+/foPuEV5r2jRohw7dizXgq+zszNBQUEEBQWlmSetOFW2bFmWLl2aoeMEBgZahi6np2TJknzzzTcZqlNEJCvSizWFMc5A7scaEZHCRHHGVl7GmQLbmSiFT/fu3fO6CfmOrom1wno9IiMjuXXrliY3vyNlUuLIyEjd4EmmFdbfI2nR9bBWmK+HYo01xRrJqsL8e8QeXQ9bhfWaKM5Yy+s4o85EKTAK6y/V9OiaWCvs10OTm4tkX2H/PXIvXQ9ruh6KNSLZpd8j1nQ9bBX2a6I4kz843D+LiIiIiIiIiIiIiDoTRUREREREREREJIPUmSgiInmiYsWK1KhRg7p161KjRo10FyvJiP/85z8MGTIkh1onIiIPO8UZERHJbYU11mjORBERyRMmk4lly5ZRu3ZtwsPDqVmzJi1atKBBgwZ53TQRESkAFGdERCS3FdZYozcTRUQkzxiGAUDZsmWpXr06Z86cAWDhwoU0atSIBg0a0LRpUw4dOgTAkSNHePrpp2nQoAG1atVi4sSJedZ2ERHJ/xRnREQktxXGWKM3E0VECrlbtyA0NPv1VK8ORYtmrWxoaChRUVE0bdqU33//ne+++46tW7fi5OTEtm3bePnllzly5AiVKlVi48aNODk5ERcXR+PGjXn22WcJCAjI/gmIiEiuUJwREZHclhOxJjtxBgpXrFFnoohIIRcaCvXrZ7+effugXr3MlXnppZcwmUycOHGCqVOn4u3tzY8//sihQ4d48sknLU/5rl27Rnx8PLdu3aJv376EhITg4ODA+fPnCQkJeagCr4hIYaM4IyIiuS0nYk1W4gwUzlijzkQRkUKuenVz4MyJejIrZX6RDRs20K5dO5o1a4ZhGPTq1YsJEybY5B89ejSlSpXi4MGDmEwmOnXqRFxcXPYbLyIiuUZxRu7n0s1Led0EEXnI5USsyUqcgcIZazRnoohIIVe0qPkJXHZ/sjIkIOUpXYsWLejXrx9jxoyhffv2LFy4kHPnzlny7LvzP4OrV6/y2GOPYTKZOH78OL/99luOXQcREckdijM5LyEhgZEjR+Lr60vRokVp1KgR69evz1DZ8PBwunbtiqenJ8WLF6djx46cPn3abt45c+ZQs2ZN3Nzc8PPzY9q0afetv2XLljg4ODBw4MAMn0/krUgenfQob/30VobLiIiklhOxJqtDnAtqrEmPOhNFRCRPmEwmq+0xY8awfft23N3d+fjjj3nxxRepW7cutWrVYunSpZY833zzDf7+/owePZoWLVrkRdNFROQhUJDjTK9evfj000/p0aMHn3/+OY6OjrRp04bff/893XIxMTE0bdqUrVu3MmbMGD744AMOHDhA06ZNuXr1qlXeWbNm8cYbb1C7dm2mTZtG48aNGThwIJ988kma9a9cuZKdO3faXPuMuBRziVn7ZpFsJHPhxoVMlxcRyQsFOdakR8OcRUQkT/z5559W2yVKlOCvv/4CoG7dunTt2tWmjL+/P4cPH7Zb37hx43K+kSIi8tAqqHFm9+7dLF26lMmTJzN48GAAevToQa1atRgxYgTbtm1Ls+z06dM5deoUe/bsod6dicFat25NrVq1mDx5smU4XlxcHGPGjKFdu3aWm9/AwECSkpIYP348b775JsWLF7eqOz4+nmHDhvHuu+8yduzYLJ/fhC0TGBc8jlujb+Hm5JblekREHoSCGmvuR28mPuRm7Z2lOUZERCTXnD4NZ8+CYcDRo3ndGhERWb58OY6OjrzxxhuWNBcXFwIDA9mxYwcXLqT9Vt+KFSto2LChpSMRoFq1arRo0YJly5ZZ0jZt2kRUVBT9+vWzKv/2229z8+ZN1q5da1N3UFAQhmEwbNiwTJ/TxVS3MzvO7wAgISkh0/WIiMiDoc7Eh9zsfbMZ+EvG5yMRERHJjM6doUIFmDYN/vY3OHMGfvoJ/ve/vG6ZiEjhFBISgp+fHx4eHlbpKauAhoSE2C1nGAaHDh2iQYMGNvsCAgI4deoUMTExABw4cACA+vcsjVq/fn0cHBws+1OcPXuWoKAgPv74Y1xcXDJ9TnGx1u1M0WJ+CxYcXJDp+kREJHepM7EASDaS6bysM4/895G8boqIiBRQKW8lXrsG7dpBrVqQlATnz+dtu0RECpuIiAh8fHxs0n18fDAMg/DwcLvloqKiiI+PT7MsYCkbERFBkSJFKFmypFU+JycnvL29bY4xdOhQ6tWrR5cuXbJ0Tkaq7zdvmj9NJhMbT2+k94+9Abh+HS5fts4jIiJ5o0B3JsbExDBu3Dief/55vL29cXBwYP78+Tb5Xn31VRwcHGx+atasaZPXMAw+/vhjKleujJubG3Xq1GHJkiV2jx8aGkrr1q0pVqwY3t7e9OzZk8jIyGzVaU9iAqw4toLohOgMlxEREcm0el8TFRcJzw+EYWUY834c5f7zJEciTuR1y0RECo3Y2Fi7b/+5urpa9qdVDshQ2djYWJydne3W4+rqanWMTZs2sWrVKj777LNMnEXatm+33jaSTYSFgZ8flCkDx49DsWLw669w8qR5W0REHqwCvQBLZGQk48ePp0KFCvj7+xMcHJxmXldXV+bMmWP1Wv29kwoDjB49mqCgIPr06UODBg348ccfefnll3FwcLCaWPPChQs8/fTTeHp68tFHHxEdHc0nn3zCkSNH2L17N46OjpmuMy2JiXe/34i/QZ2Zdfj1lV/x8/a7b1kREZF0uV+EsmtJMjWH9m/wQchP8OSPAGzYdwzq72bqrimcjbxE2K2jnByouzoRkdzk5uZGfHy8TXpcXJxlf1rlgAyVdXNzIyHB/pyFcXFxlnxJSUm888479OzZ02oexuwx34+tXHlny4AeHy/mcq9B8Mll/vjDnL57N7RufTdPUhIUKZJDTRARkXQV6M7EsmXLcvHiRUqXLs2+ffto2LBhmnkdHR3p3r17uvWFh4czZcoUBgwYYHnyFhgYyDPPPMPw4cPp0qWLZVnwDz/8kNjYWEJCQvD19QWgYcOGtGzZkrlz5/L6669nus6M2Bu+l7BrYXx74Fv+++x/OXECvL3Bw8P81O6JJzJclYiICPzrBSgLxiXzPFq3bqceW3Y3Pq2/8AMAt5Nv88HmDxj99GhcHV0fZEtFRAoFHx8fu0OZIyIiAPM9kD1eXl64uLhY8qVX1sfHh6SkJCIjI62GOicmJnLlyhVLvnnz5nHixAlmz57NmTNngLtzHkZHR3PmzBlKly6dZgdnikVfToWUPs6YA7AbXj21HO4sCh3iNQac/rIqk+odEHbsgMaN4cgR8/y+IiKFxaBBgyhRooRl+/r16w/kuAV6mLOTkxOlS5fOcP7k5GSio9MeKvzDDz9w+/Zt+vbta5Xet29fzp8/z44dOyxpK1eupG3btpaORIAWLVrg5+dntVJaZupMk52+xpUrTSQkGFSrnky9ejBkCNSpA7dvw/vvm5/kiYiI5LTVx1czfst4Zu+bnddNEREpkPz9/Tlx4gQ375k4cOfOnZhMJvz9/e2WM5lM1K5dm71799rs27VrF5UrV8bd3d1yDMMwbPLu2bOH5ORk6tatC8C5c+dITEykcePGVKpUiUqVKlG5cmVMJhPz5s2jcuXK/Pbbb/c9p5f7DoaXMf80q2v+LHJn/kXDhJFqVkWTCfD6gzjjOjwaAm37sHMnUGsJmw+c58YNuLOOjIhIgffpp5+yevVqy8/UqVMfyHELdGdiZty6dYtHHnmE4sWL4+3tTf/+/S2rmaUICQnB3d2d6tWrW6UHBARgGIZlVbPw8HAuX76c5kppqVc/y2idGXXypPnzxAmoOa0WDC/N2bPmp3RgfoL3n/9A8+Zw4QKsWJGp6kVEckylSpU4dOhQXjdDMsmwmibf1o5dSQAkJSex8thKfgj94UE0S0TERkGNM507d+b27dvMnn33oU1CQgJz586lUaNGlpcZzp07x/F7JhTs3Lkze/bsYf/+/Za048ePs3HjRqvplZo3b46XlxczZsywKj9jxgzc3d1p06YNAN27d2fVqlX88MMPVj+GYfDCCy/www8/8OSTT97/pFKHFlM6ccbrJCE3NsDAqnxLU+jYCxrcuQ6du/Pfc60pXnc9pV976/7HFBHJAQU11txPgR7mnFFly5ZlxIgR1KtXj+TkZH755Re+/PJLDh06RHBwMA4O5j7XiIgIypQpY1Pe3upnqdPvzRsVFUViYiJOTk4ZrjOj3noL6GX+fir6KBS13m8eDmC+FWzd2sSRI9ZDBEREROxxuDPlhr3OxNTzDX/7DdDC/L3Tsk7m/eMUaEREckpAQABdunRh1KhRXLp0iSpVqjB37lzOnDnDt99+a8nXo0cPtmzZQnJysiWtX79+fPXVV7QlrY+3AAAgAElEQVRp04Zhw4bh6OjI1KlT8fHxYciQIZZ8rq6ujB8/nv79+9O1a1datWrFli1bWLx4MRMnTrQMqfPz88PPz/487ZUqVaJdu3YZOqfTYYD7PYmWTsVUw7AG+vHenf7Ri4QAdayK3Eq+Bt3bccspDpjJptObCPANwN353spFRCQ71JmIeX7D1Lp27UrVqlUZM2YMy5cvtzyly+jKaRldKc3JySnLq7GltmsXYOmPvBN0jXvGPpsMaDyZmwlvwRvNuFUqlIvLD8D7VTl86RBD+nnS/20HOjS3P8eKiBRctxJvERoZmu16qpesTlGnovfPeEfKfLDNmjWjfv367NmzhzNnztCzZ0+eeuopJk6cyIULFxgwYACDBw8GYPjw4WzZsoXExEQeeeQRvvrqK6pWrQrAjz/+yKhRo3BxcaFVq1bMmTOHffv2Ub58+Wyfm8Ds0vb+bO3Ms5HGGyUXblzA9xFfu/tEpGBTnMl5CxYsYOzYsSxcuJCrV6/yxBNPsHbtWpo0aWJ1/ikvRaTw8PBg8+bNDB48mA8//JDk5GSaNWvGlClT8Pb2tsrbt29fnJ2dmTx5MmvWrKFcuXJ8+umnDBgw4L7tM5lMmZr3fd63QP97U+/EkyKJxBQJy3BdKbHp2Ml4mi9uziu1erGg09xMlBeRh1FOxJrMxhko2LEmPepMTMPgwYMZO3Ys69evt3QmZnTltMyulJaV1dhSuxLJ3c5Ee0/wai5nSzPznCPjt14EX/PcJ4lldgEQHBbM+icGsn4rGM0NEpMScSridN/jikjBEBoZSv3Z9bNdz74391HPJ2srOZ49e5bNmzdz7do1KlasyLVr19i6dSvh4eFUq1aNwMBAHnnkEd59910++eQTAJYuXcrAgQNZt24df/31F4GBgezYsYOqVasyd+5coqKisn1OYkcWXmdffXw1HZZ0IKRPCHUerXP/AiJSoCjO5DxnZ2eCgoIICgpKM8+mTZvsppctW5alS5dm6DiBgYEEBgZmun1JSUmZLmMjveHOKe55gSL12/NTpyZDGQiNOMPJKycJuxZGy8dbZr9dIpIv5USsyU6cgYIXa9KjzsQ0uLq64u3tbfUH5+PjQ3BwsE1ee6ufpU6/N6+XlxdOTk6ZqjNNvwCJ2+Hgne2LY+HwPXm6drF8jU2Ms6kiddCdv209vTa05I8Bf/C41+PpH1tECoTqJauz7819OVJPVnXu3BmAEiVKULlyZdq2bQuYfweWKlWKsLAwnnjiCX799VemTZtGdHQ0ycnJXL16FTBPOl+nTh3LE71evXrx1lvpz5eUVyufFUSphzkb974ZDxy+ZA5MZ6+fVWeiSCFUWOOMZNWdmFL6yP2z+oSYS6T3oMsEftPMQ7E17YZIwZUTsSY7cQYKV6xRZ2Iabt68SWRkJKVKlbKk+fv7M2fOHEJDQ60WTLl35bSUvyj2VkrbvXu31QprGa0zTa2Bq03gb8vN2/M/gNrPAR/azW4VaO3c8L3+wXZoAn9E/YGBgYezB496PJp+G0TkoVbUqWi2nsDlhJSpHQCKFClis3379m3OnTvHgAED2LdvHxUrVuTw4cM888wzdutL96bijk8//ZR69e6e9/79+6lfP/tvzhQmJnvDnO1c+pSHViaTichbkTgXceYRl0dyuXUikl8U1jgj2fTa0xnOer/FwVLTKCyRgkmx5sEq9Ks5x8fHc/PmTZv0Dz74AIDnn3/ektahQwccHR358ssvrfLOnDkTX19fGjdubEnr1KkTP/30ExcuXLCkbdiwgRMnTlitlJaZOnNCsp2/jKn/giYm3E2v+kVVyk0tl6PHFxFJkdngeP36dZydnXn00UcxDIMvvvjCsq9Ro0YcOnSIk3eWtF+4cCGJiYk52t7MSEhIYOTIkfj6+lK0aFEaNWrE+vXrM1Q2PDycrl274unpSfHixenYsSOnT5+2m3fOnDnUrFkTNzc3/Pz8mDZt2n3rb9myJQ4ODgwcODBT55Ri75Vgy/eM3rzdvGnOt3WriVKflKLsf6ty8CBER8OJE1lqhojIfRXkOCP3Sv+FiRSXYy7jPMGZZf9b9gDaJCKFQWGNNQX+zcTp06dz7do1S6fe6tWrOXfuHAADBw4kKiqKunXr0r17d8ubgb/88gvr1q2jTZs2tG/f3lKXr68vgwYNYtKkSSQkJNCwYUNWrVrF9u3bWbx4sdUkw6NHj2b58uU0bdqUd955h+joaCZNmkSdOnXo3bt3lurMkEob09399cEZqbZSVua0lTLNye3k24Ce4IlIzkv5/Xbv77m0tmvVqkW3bt2oWbMmJUuWpGPHjpY8pUqV4uuvv6ZDhw64urry7LPP4uHhYTWM+UHq1asXK1euZPDgwZZVNtu0aUNwcHC6D4liYmJo2rQp0dHRjBkzBkdHR6ZMmULTpk0JCQnB09PTknfWrFn07duXLl26MHToULZu3crAgQOJjY1l+PDhdutfuXKl5c33nJV+fUFBQHP4OAj4F8SYLtOhA5QrB9u2madh3LYN6teHDEwVLCKSIQU5zhRoJc5kusjdh1upp92wzRcRbZ5KasOfG+j6t662GUREMqmwxpoC35k4adIkzp49C5j/8FatWsWqVasA6NGjByVKlKBdu3asX7+e+fPnk5SURJUqVfjoo48YOnSoTX1BQUF4eXkxa9Ys5s2bR9WqVVm0aBEvvfSSVb7HHnuMzZs3M2TIEEaNGoWzszNt27Zl0qRJlvkSM1tnhjz9UaaL2OtJv5Jqjs8FBxfQ84eeRI2IwtPN0yaviEhW/PnnnwBs3Gj9EGT37t1W2ydSvbo2depUpk6datkePXq05XuLFi04evQoYF4Fbe3atTzyyIMfSrt7926WLl3K5MmTLSu29ejRg1q1ajFixAi2bduWZtnp06dz6tQp9uzZYxmC3bp1a2rVqsXkyZOZMGECYF6ka8yYMbRr184yiX5gYCBJSUmMHz+eN998k+LFi1vVHR8fz7Bhw3j33XcZO3Zsjp6zvTiSkTcOd+40f8bGwtNPQ58+MHNmjjZNRAqxghpnCjzvk5kuYpBsJ802NkXfvJsWHR9NQlIC3kW9bfKJiGRUYY01Bb4zMa2hYanNmzcvU3WOHDmSkSNH3jdfjRo1WLduXY7WmaPSGQKQ2i+nfgEgKladiSKSf33xxRcsXbqUpKQkihcvzqJFi/KkHcuXL8fR0ZE33njDkubi4kJgYCDvvfceFy5cwNfX127ZFStW0LBhQ6u5HKtVq0aLFi1YtmyZpTNx06ZNREVF0a9fP6vyb7/9NosWLWLt2rW8/PLLVvuCgoIwDINhw4blXGeinTiS0q84cybmeX3TEF/8CLdf6A6z9nL7tgsAp0/D2LHw88+wL/trNYiI5Kj8EmfE1ohocxyxerhlZzXoDz8EKkLibXj888f569ZfWpRFRPKVhyXWFPjOxEIhZfGVLLI3BCB12pUrd78fiDhA2WJlKeNRJlvHFBHJaaNGjWLUqFF53QxCQkLw8/PDw8PDKj0gIMCy315nomEYHDp0iMDAQJt9AQEB/Pbbb8TExODu7s6BAwcAbBaMqV+/Pg4ODhw4cMCqM/Hs2bMEBQUxd+5cXFxcsn2OKf6sOMYm7c5idNbs3NBF155kXqmz9ndAb/DZz01XdyZMqJZj7RMRyUn5Jc7I/aT9wkRUlAkqmr//deuvB9McEZFMeFhiTaFfgKUwu96yO2B/zsTUT/V+/eVuer3Z9ag3O29XSBIRyc8iIiLw8fGxSffx8cEwDMLDw+2Wi4qKIj4+Ps2ygKVsREQERYoUoWTJklb5nJyc8Pb2tjnG0KFDqVevHl26dMnSOaXlSsk1gP2HUtZSMty9wbtVwTzlCB1fZfPZDdCnPr/Xqw6V18P7Jk5eiMRkguDgHG2yiIjkR//smSPVGFZzJtpbeDJHDiMiUuipM1EyvfpQeLT9G2EREYHY2Fi7b/+5urpa9qdVDshQ2djYWJydne3W4+rqanWMTZs2sWrVKj777LNMnEXmZDiOVP35bhnnG5bvl29dupun2o8A7Ao9A++beP1XTZAvIiKZl5xObPrf/+5+n/P9BUz/MbHgl6MPoFUiIgWDhjlLGjeB6c+nmJiUyLkb56jsWTl3GiUiOe7YsWN53YR8Ibevg5ubG/Hx8TbpcXFxlv1plQMyVNbNzY2EhAS79cTFxVnyJSUl8c4779CzZ0+reRhz2oIFQP37ZoOA6XaTA3/+V6otc/xJebvklOv3/Lz5Ej/+uZhZrw7OXkNFJNcp1pjpOuSNW8nXwTnuzpY5jqS+q9mzG6gPu3cBDcxpr4/bCS9Bz/FradOwJvv2QbVqUKHCA2y4iGSYfr+a5fV1UGei2B3mbC9x7ty737vPG8KKc9NYVccg1UrmIpIPlSxZkqJFi/LKK6/kdVPyjaJFi9oMEc4pPj4+docyR0REAFC2bFm75by8vHBxcbHkS6+sj48PSUlJREZGWp1HYmIiV65cseSbN28eJ06cYPbs2Zw5cwa4+wApOjqaM2fOULp06TQ7OAH4BXC9J632nZ+M8vsp43kN685EgBdmvgnVV/Nx3GsUdy2eVkkRyUOKNbacnJwYMWIERYsWBeD69et53KKCL9GIs0m7fJm74/HszOF7N81EfDy0agWenuZ54+PjwfXeGCgieUJxxlZu3tPcjzoThTPXwjKUb8IE4B3z9/XHdoEHvPgixMRAo0awYgVUrZprzRSRLCpfvjzHjh0jMjIyr5uSb5QsWZLy5cvnSt3+/v4EBwdz8+ZNq0VYdu7ciclkwt/f3245k8lE7dq12bt3r82+Xbt2UblyZdzd3S3HMAyDvXv30rr13SWT9+zZQ3JyMnXr1gXg3LlzJCYm0rhxY5tjzZs3j/nz57Nq1Srat2+f9gm1Buz3f95V/+v09/vanlOmOJrf1jQwmPT7JJpWbEqDsg2yV6eI5CjFGlv3xpr9+/fbLJwlucncSXjmDFDp/vkwTETFXgE3E1evejFuHIwfr3kWRfILxRlbuXlPcz/qTBS+3PeFTdqJkxmNmgaHD5s4fBi+/BK6dYObN6FFi5xto4hkT/ny5fMs0BQ2nTt3ZtKkScyePZshQ4YAkJCQwNy5c2nUqJFlJedz585x69YtqlWrZlV21KhR7N+/3zIs+fjx42zcuJERI0ZY8jVv3hwvLy9mzJhh1Zk4Y8YM3N3dadOmDQDdu3e3dCym1rFjR1544QXefPNNyyrTOc7N3rLOGWdvCo7r12H4b8NxdHAkcWxituoXkZynWCP5yY6dBrx4T6JhZyqnVG8r1l5YEkYC7xusWnU3y4kTUK4cpPciv4jkPsWZ/EOdiWLXxIlAytvDdoYDWIafmQz+e6QPVPgXhvEMjRrd2a8neCJSSAUEBNClSxdGjRrFpUuXqFKlCnPnzuXMmTN8++23lnw9evRgy5YtJCcnW9L69evHV199RZs2bRg2bBiOjo5MnToVHx8fS8ckmBdZGT9+PP3796dr1660atWKLVu2sHjxYiZOnEiJEiUA8PPzw8/Pz247K1WqRLt27XLpKgDPjM9auUafp7lr/XrzZ3Iy3Ey4yR9Rf+D/qP03PUVEpHA7fjyTNyStht393vYtCJsJ1X4kKbkt1aoVoVMnWL48Z9soIvKwUmeiZMmN64AHgMGP57+CVxZwO/o6YF5d9OJFqFUL9u8HPTgQkcJmwYIFjB07loULF3L16lWeeOIJ1q5dS5MmTSx5TCYTDg4OVuU8PDzYvHkzgwcP5sMPPyQ5OZlmzZoxZcoUvL29rfL27dsXZ2dnJk+ezJo1ayhXrhyffvopAwYMuG/7TCYTJlP6C23ldy+veJk1J9ZgjNPTKxERscM5JmP5urxkm9ZgFreie0GzjszY+wU81oCtZ28Df8/RJoqIPKxyrDMxLi4Ok8mEi4tLTlUpeSn1EAB7wwFcos2f4+78FXKKY1WxllBpHLzYk1//7yxXomD1ahP9+z/cN6wiIpnl7OxMUFAQQUFBaebZtGmT3fSyZcuydOnSDB0nMDCQwMDATLcvKSkp02UyLJvDm++y81Z8qqQ9Zw7n0HFERKRAGlLO/Glv0ZUGs+9bPK74QQAib0XC609xGRg+3GDSjEsYN8vkYENFRB4+DvfPYl9wcDCDBw8mICAADw8P3N3dKVq0KMWKFSMgIIBBgwYRHBycg02VB6KS/ZtbGyWP2ySFO22Bpz+ERy6YV1IbV4RlMf358kuYMyeH2ykiIvlTuz45Uo1hpzMxtYsX737/fNfnnL56OkeOKyIiBZi9jsU0hNfrC1jP4fvpjxth+KPsOr8rx5smIvIwydSbiYmJicyaNYspU6YQFhaGl5cX9erV45VXXsHT0xPDMLh69SqnT59m4cKFfP7551SoUIGhQ4fSp08fnJyccus8JKdU3Gz+tBdo36ly//KVN1pt7oibw9a5z8I/PiQwMJureYqISKFxPuaUTZq9RVkA3vnlHeYcmMPBtw7mdrNERORhk3qU1Vu2i5LdT3Kq2GOU+h8AJ6NOcuSAO43qF+VvZStnu4kiIg+bTHUmVqlShYSEBHr16kXXrl0tK02mZd++fXz//fdMnDiRSZMmERYWlp22Sl5xyMpwuFQ3fM8PhOLnMQzYezSSejU8KeJQJMeaJyIiBc/YkFfubty5EUzvbcXEJK3uLCIiuexOPEpMhNf314b9aO5eESmUMjXMefTo0YSFhfHRRx/dtyMRoH79+nz00UeEhYUxatSoLDdS8litjM3dlZphMq9OmvrGb9kyCFheile/G55jTRMRkcIg7c7ELVvMnwmJ8EfUH6w4uuJBNkxERPK7SsHZKp6cbBt7kpPvfjcMgz+v/pmtY4iIPGwy1ZnYp0+fLC2w4uzsTJ8+OTOHkjwg9hZdyQTrRULNG0ePmre2ha/ndvJtYhIyuMKaiIgI9oc5L19u/oyNMVFvVj06f9/5AbdKREQKsonbJ9ikpY5HH2+Yw+OfP665e0WkUMnyAiwAISEhfPfdd1Zpv/76K//4xz948skn+eyzz7LVOMlDHV7LVvGJF5rf+Wb/tf/WX7+Ex389snUMEREpXFLeTExONfvGF1+YP8PDITohGoAVejlRRERyhe0LF+99dhi4s+qziEghka3OxBEjRrB06d0hsKdPn+bFF1/k9GnzU5khQ4Ywe/bs7LUwG2JiYhg3bhzPP/883t7eODg4MH/+fLt5Q0NDad26NcWKFcPb25uePXsSGWkbEAzD4OOPP6Zy5cq4ublRp04dlixZ8sDqfGAeCc9W8dPx6S+2siFiZbbqFxGRQqTqOgD69bP3gMo2rXNnOBURSbfuBjF6CV5ERHJR0u273z/e/jE/n/w57xojIvKAZKsz8eDBg/z973+3bM+fP58iRYpw4MABdu3aRefOnZk5c2a2G5lVkZGRjB8/ntDQUPz9/TGZ7A/dvXDhAk8//TR//vknH330EcOHD2ft2rU899xz3L592yrv6NGjeffdd2nVqhXTpk2jQoUKvPzyyyxbtizX63wYGRjpDplOSk6i87LOHI88/gBbJSIiDyc7nYmmlLRUscYphiqzS7H07GR+/hn++AMuXHggDRQRkUIgrQXBRq4fyQuLX3jArRERefAytZrzva5fv463t7dl++eff6Zly5aULFkSgJYtW7Ju3brstTAbypYty8WLFyldujT79u2jYcOGdvN9+OGHxMbGEhISgq+vLwANGzakZcuWzJ07l9dffx2A8PBwpkyZwoABAyxDuAMDA3nmmWcYPnw4Xbp0sXRY5kadDyfbQJs6+F64fpEVx1ZgYLCiq8aliYhIOkwZezMR5zuvI5bfimEMo2rVOzm14KaIiGRDcuVfAPvx5C+NchaRQiRbbyb6+Phw7NgxACIiIti3bx/PPfecZf/NmzdxcMjWIbLFycmJ0qVL3zffypUradu2raXTD6BFixb4+flZvR34ww8/cPv2bfr27WtVvm/fvpw/f54dO3bkap0Po2SSoMRZwP4TvOnTzZ/x8Q+yVSIi8lAy3Vk+M3WnYkpa6rfgPe+squl6jdvJd0cDXLsGEyaoU1FERLLGqPqT+dPOvitX7n7feHojJT4qYRWDREQKkmz19HXo0IEvvviCgQMH0rFjR1xcXHjxxRct+w8ePEjlypWz3cjcFB4ezuXLl2nQoIHNvoCAAA4cOGDZDgkJwd3dnerVq9vkMwzDkjc36iwYbMPusVDzZ9Jt+OfSf+I6wfUBt0lERB4e6QxzLnPkbtrrT5k/K27h/TNPw9//C09+xr//DWPHwsGDud9SEREpuIxkO6OvUiV98vsnXI+/TnR89ANslYjIg5OtYc4TJkzgr7/+YsGCBZQoUYK5c+dSpkwZAG7cuMHy5ct5++23c6ShuSUiIgIwv2V5Lx8fH6KiokhMTMTJyYmIiAjL+d2bD8ydiLlVZ0GQ8maikSrSpg66q0JXPegmiYjIw6TOAvNn6rcQx7qkW+Rk3E54dicACRcHQodATt0YzsVfalChAtSokVuNFRGRgsrupBupEiMj9Qq8iBRs2epM9PDwYNGiRWnuO3/+PEWLFs3OIXJdbGwsAC4utjcjrq6uljxOTk7ExsbeN19u1VkQGCTbSzR7mKeFFBGRB+PZUebPIrfBMyzTxW+bbkHdb/noUBh7Ry+AYhEYF2xHEYiIiKTHsDNfxuHDd7/v3WtAFTCZTPRc1ZPONTvTvlr7B9hCEZHcla1hzmfPnk2zs8vBwQFnZ2fLW3r5lZubGwDxdibti4uLs8rj5uaW4Xw5XWdBkGwk2aRFRlp/Apy/cR7Tf0z8duq3B9QyEREpDEypn1z1rwFvNsQwIFqj0EREJBM+3/eJTdrkSbb5/PxMLDi0gBeXvmi7U0TkIZatzsRKlSqxalXaQ1NXr15NpUqVsnOIXJcynNhep2dERAReXl44OTlZ8l68eNFuPjCvHp1bdabpF2DxPT+H0y2RZ/5bxNwxevbs3Sd5O80jz9i7526+bm//AcDy/RsfWNtEpHD57rvvaN++vdXP4MGD87pZkss2FO8B3Jl2w8Xcg/jRJwk80qc9Jy6H5WHLRETkYXI86qhtotXiYObvf102byYnmfj22wfQMBGRByRbnYn2Xu9OLTExMU9Xc86IsmXLUqpUKfbu3Wuzb/fu3fj7+1u2/f39uXXrFqGhoVb5du7ciclksuTNjTrT1Bp4+Z6f2ukXyWv3W0Vz+zZzhtmzTJw7B7GxcFsLoYlIDurevTurV6+2+pk6dWpeN0ty2WnXlYD1/19+/P0YVFvDR9v/m1fNEhGRQmDtpkg6vbuOZ5/N65aIiGRfpnv6bty4wdmzZzl79iwAV65csWyn/jl06BBLliyxuwhJftOpUyd++uknLly4YEnbsGEDJ06coGvXrpa0Dh064OjoyJdffmlVfubMmfj6+tK4ceNcrbNAMqWzMqdhYsyW4RTtFkjbtg+2WSIiUnAZ2C4EZmAwYO4s3vlhbB61SkREHmqpFwdLiTOp7mu2+HRipVsbNmwwJ23dev+XLERE8qtML8AydepUPvjgA8A8oeygQYMYNGiQ3byGYTBhwoTstTCbpk+fzrVr1yydeqtXr+bcuXMADBw4kGLFijF69GiWL19O06ZNeeedd4iOjmbSpEnUqVOH3r17W+ry9fVl0KBBTJo0iYSEBBo2bMiqVavYvn07ixcvxmS6G0Byo84Cw14Hot0VWEzM/2MS1INf35/DmTPw9dfwwQdQEC+LiIg8KKniUKqbv2ln3oIz8FnH8XnQJhERKXDKHDJ/FrnNdef/WZJ374Z//APmzIHXXsujtomIZEOmOxOfe+45PDw8MAyDESNG0L17d+rVq2eVx2Qy4e7uTv369WnQIG9XSZw0aZLlLUqTycSqVass8zz26NGDYsWK8dhjj7F582aGDBnCqFGjcHZ2pm3btkyaNMkyt2GKoKAgvLy8mDVrFvPmzaNq1aosWrSIl156ySpfbtRZYDjfvPvdchOX6sau9BHzZ4XNVsV694bgYHjvPbiz2LWIiEimHYjaavlueTiV6vWQZCOZGXtm8Gb9N3Eq4oSISH6TkJDA2LFjWbhwIVevXuWJJ55gwoQJPJuBMbTh4eEMGjSI3377jeTkZJo1a8bUqVPtznU/Z84cJk+ezOnTpylXrhwDBw6kf//+VnlWrlzJsmXL2LNnDxcvXqRcuXK0bduWsWPHUrx48Rw753yr0ee2aY+vN3+++owlKcHxivlL/2pc/Osw4Mz587B/PyQlQcOGud9UEZGckunOxKeeeoqnnnoKgJiYGDp16kStWrVyvGE55fTp0xnKV6NGDdatW5ehvCNHjmTkyJF5UmeBUPycbVrNlXe/P/+O+bPCtrtp75u4eGwelK1BslGfihUdGDEC+vXL3aaKiEjBlrLCc+p35r8KXkv/Lf0xmUz0a6hAIyL5T69evVi5ciWDBw+mSpUqzJ07lzZt2hAcHJzuNEkxMTE0bdqU6OhoxowZg6OjI1OmTKFp06aEhITg6elpyTtr1iz69u1Lly5dGDp0KFu3bmXgwIHExsYyfPhwS74+ffrg6+tLjx49KF++PIcPH2batGmsW7eO/fv34+LikqvXIt94MyBj+UqeoMNeF3gf1hpvM67+NEBDnkXk4ZLpzsTUxo0bl1PtkMJq6GMZzhpaoxfUgGl7pnDm0qsM/XcC/fqVzsXGiYhIoZHqJm7c+Dh4BmITY/OuPSIiadi9ezdLly5l8uTJDB48GDCPuKpVqxYjRoxg27ZtaZadPn06p06dYs+ePZbRZa1bt6ZWrVpMnjzZMkVVXFwcY8aMoV27dixduhSAwMBAkpKSGD9+PG+++ablrcMVK1bwj3/8w+o49erVo1evXixatIjXNI43TbuZDtWegzZvYxjn2LQJmjfP61aJiNxfphZgSb3wSurt+/2I5KRTV/+AIY8RN6AM330Hfn553XKY2aIAACAASURBVCIREXnYJafqTUy8fTe95vSa1J5ROw9aJCJi3/Lly3F0dOSNN96wpLm4uBAYGMiOHTusFoC814oVK2jYsKHVNFXVqlWjRYsWLFu2zJK2adMmoqKi6HfPMKC3336bmzdvsnbtWkvavR2JAC+++CIAx44dy/wJFjbNxkLx8yxbBi1e3cqKn6PyukUiIveVqTcTK1asiMlkIjY2FmdnZ8v2/SQlJWW5gSL3SjYMcI4BYPDYCC51q8yfV/9HZc/KedwyERF52PxZzrzYipGcelGWu1+PRepGWETyl5CQEPz8/PDw8LBKDwgIsOz39fW1KWcYBocOHSIwMNBmX0BAAL/99hsxMTG4u7tz4MABAOrXr2+Vr379+jg4OHDgwAFefvnlNNsYEREBQMmSJTN3coWR9wkALl4EXvsH7x35O53abE2/jIhIHstUZ+I333yDyWSyLCCSsi3yIH19cIble3zZYHCKY/Xx1cTt7E3btiZqVSkEEz2LiEiOuFzqe8B6zkR7DMNg85nNNK3YNNfbJCKSnoiICHx8fGzSfXx8MAyD8PBwu+WioqKIj49PsyyYF2epWrUqERERFClSxKYz0MnJCW9v7zSPkSIoKAhHR0c6d+6c0dMqvJziAPPiXwCXEk5RIeAgRWtv4NicIXnZMhGRNGWqM7F3797pbos8aCkT5wOMuu7JqEVgjNPsxSIikjm3bt39HnVnhNn5VCMF5x+cT+8fe7P9te00Lpf24gYiIrktNjbW7qImrq6ulv1plQMyVDZlJJo9rq6uaR4DYPHixXzzzTe8++67PP744+mciaRmkGz5drZlY3C+BagzUUTyp0zNmZiemzdvcu7cOc2ZKHnCSLX8WUKCwcYTO/OwNSIi8rBZtdI27dOpd78v+dncsxgVq7msRCRvubm5ER8fb5MeFxdn2Z9WOSBDZd3c3EhISLBbT1xcXJrH2Lp1K6+//jrPP/+8ZTEXyZi7nYl3xcUZtP9iBKeiTuVBi0RE0patzsS4uDhGjRpF6dKlKV68OBUrVqRSpUo2PyK5JaHkPgCMVAPUGr01nxbfPcXuC7vzqlkiUoglJCQwcuRIfH19KVq0KI0aNWL9+vUZKhseHk7Xrl3x9PSkePHidOzYkdOnT9vNO2fOHGrWrImbmxt+fn5MmzbNJs/KlSvp1q0bjz/+OO7u7lSvXp1hw4Zx/fr1bJ1jgVT6f+nu/uUXc5xp1w6Cw4I5dOnQg2iViIgNHx8fy5yEqaWklS1b1m45Ly8vXFxcMlTWx8eHpKQkIiMjrfIlJiZy5coVu8c4ePAgHTp04IknnuD777/HwSETt5q/AIvv+Tmc8eIFQXC8+QmW+b7GPPpqwkcJrIn6hO5LXs/DlolIfvXdd9/Rvn17q5/Bgwc/kGNnapjzvfr168e8efPo2LEj/8/enYdFVbYPHP+e2RgW2V1wwQXF3MkF19wyJa3MQktLrUxMs9IyTHNNzbRc6i0ty6S0zDXNNC01t5+5IGiaW66poIkLss92fn8MjhCgIsgI3p/rmuscnvOc59zwvs3j3PMsDz30ED4+PoUVlxC3JaXBRwBkGZhI7PF/oDIkpCZwKfUSLjoXPAweebQghBCFq2/fvixfvpyhQ4dSvXp1oqKi6Ny5M5s2baJFi7ynx6akpNC2bVuSkpIYNWoUOp2O6dOn07ZtW/bu3Zutj/3iiy8YOHAg3bt356233mLr1q28/vrrpKWl8fbbbzvqDRgwgAoVKtC7d28CAwPZv38/n376Kb/88gsxMTG5TnW7b1XcefPrSmZHoyq0+6YdAPMqq8iKL0KIohYSEsKmTZtITk7OtgnLjh07UBSFkJCQXO9TFIV69eoRHR2d49rOnTupVq0a7u7ujmeoqkp0dDRhYWGOert378Zms+V4xvHjxwkLC6NcuXKsWbMGNze3/P1SYUDuOdD7xs/p7wDZB0lcSgBKg80Gf1/6m1NXT/FI0CNOilAIca/p2bMnPXv2zFYWExOTY/Osu6FAycTly5fz8ssv88UXXxRWPELckazTnK9TUPD/0J8KHhU5+9YZJ0QlhLjf7Nq1i0WLFjFt2jTHt4K9e/embt26REZGsm3btjzv/eyzzzh+/Di7d++mYcOGAISFhVG3bl2mTZvmmC6Wnp7OqFGjePzxx1m0aBEA/fr1w2q1MmHCBCIiIvDysm9EtWzZMlq3bp3tOQ0bNqRv37589913vPTSS4X+Nyi5rvczN9bqHTcO2rSBPXtA9hgQQhSV8PBwPvroI+bMmcObb9rX1DOZTERFRdGsWTPHTs5nzpwhNTWVmjVrZrt3xIgRxMTEOPqaI0eOsHHjRiIjIx312rdvj6+vL7Nnz86WTJw9ezbu7u506dLFUXbhwgU6duyITqdj7dq1+Pr63tXf/76g2vuarInF4E+D7WWyPrwQ4h5QoGnOiqI4OiEhnMmWSzLxUuayVueSzxZxNEKI+9XSpUvR6XT079/fUebi4kK/fv34448/OHfuXJ73Llu2jCZNmmTrV2vWrMnDDz/M4sWLHWW///47ly9fZtCgQdnuf/XVV0lOTmb16tWOsv8mEgG6desGwKFDh/L/C95vGn5147zNBPux7ThHkcXlX0IiPqN7d/lgJ4QoOqGhoXTv3p0RI0YwfPhwvvzyS9q1a8fp06eZOnWqo17v3r2pVatWtnsHDRpEtWrV6Ny5Mx999BEzZ86kY8eOBAQEOBKTYN9kZcKECfz888/06NGDuXPn0rdvX77//ntGjRqFt7e3o26nTp04deoUzz//PFu3buW7775zvG53mQ+R1Y0+5fqACeU/NRLTZbkSIYRzFWhkYteuXVm/fj0DBgworHiEuCM//LUwR5nFcuN8w4kNdJjfgaQRSTLlWQhx1+zdu5fg4OBs087A/sHv+vXrI0ayUlWVP//8k379+uW4Fhoaym+//UZKSgru7u7ExsYC5Ji+0KhRIzQaDbGxsfTq1SvPGK+vi+Xv75+/X+5+0qOH/Vj68I0yrdl+rLDbUXSuV1n7SbIZs/kNDAaFlSvhiSeKKE4hxH1r/vz5jB49mgULFnDlyhXq16/P6tWradmypaOOoig51i308PBg8+bNDB06lEmTJmGz2WjXrh3Tp0/Hz88vW92BAwdiMBiYNm0aq1atolKlSsycOZPXXnstW739++2LG2ZNZF7Xpk0bOnToUFi/9n3hmvUiZK5CYlMzN2XJkk28kHyBctPK8c2T39CnQZ+iD1AIIShgMnH06NH06NGDiIgIBgwYQGBgIFqtNkc9Geou7rbY8zE5C7MMFHl3aRQA8Unx1PCrUTRBCSHuO/Hx8QQEBOQoDwgIQFVV4uLicr3v8uXLZGRk5Hkv2DdnqVGjBvHx8Wi12hzJQL1ej5+fX57PuG7KlCnodDrCZV5u4Qkbyk+HaoJfEB/OMdKlSyAWC8iSlEKIu8VgMDBlyhSmTJmSZ53ff/891/Ly5cs7lsm4lX79+uX6RVdWVqv1ttoS+Zd1mvN1i9f8C8DmU1slmSiEcJoCJRNr1LAnZWJjY5k7d26e9aSDEc6QcOnG+c4dQAP7+eqjq6nhV4Ngv2CnxCWEKLnS0tJy3dTEaDQ6rud1H3Bb96alpWEwGHJtx2g05vkMgO+//56vv/6ad955h6CgoJv8JiK/lh9dBK99wzagc2eVX9ebUa16Z4clhBCiGJv7tQ1GwJEjQObA0U8+BjraZ2FtOLGBi6kXebbus84MUwhxHypQMnHMmDEoyn9XcBDi3vD2MOD57GUnTsJjqx9Dp9FhHm12SlxCiJLL1dWVjIyMHOXp6emO63ndB9zWva6urphMplzbSU9Pz/MZW7du5eWXX+bRRx91bOYiCs/3f33jOP/1nxUwphtxSefwUMvj6enEwIQQQhRj9pGJSddwJBOPHQM6wq5d8O0B+xRySSYKIYpagZKJ48aNK6QwhChE7cfkeSmsE/A6WGwWkpPBQ5ZPFEIUooCAgFynGV9fp7B8+fK53ufr64uLi4uj3s3uDQgIwGq1kpCQkG2qs9ls5tKlS7k+Y9++fXTt2pX69euzZMmSHGto3dRawPifsnqZL5G7qhsB2HviLF2e38x7Q6sz+qUmTg5KCFGUFi5cyMKF2df0TkyUTTNEPo3wzvPS4UNA5vLJP/4ImfurCSFEkShQMlGIYkPJud5Ip3fmsr30yxzsofKfje6EEOKOhISEsGnTJpKTk7NtwrJjxw4URSEkJCTX+xRFoV69ekRHR+e4tnPnTqpVq4a7u7vjGaqqEh0dTVhYmKPe7t27sdlsOZ5x/PhxwsLCKFeuHGvWrMHNzS1/v1QYkHsOVOSl8mYAEi6pEN6LMWdgdC7rXgkhSq6ePXvSs2fPbGUxMTE5Ns8SojA81f8o/FmTIaX+jxlvtnB2OEKI+0A+hiaUXJs3b0aj0eR4abVadu3ala3u9u3badWqFe7u7gQEBPDGG2+QkpKSo02TycTw4cOpUKECbm5uNGvWjPXr1+f6/NttUxSuA8Y5ANSuLR/whBCFIzw8HIvFwpw5cxxlJpOJqKgomjVr5tjJ+cyZMxw5ciTHvbt37yYm5saGUkeOHGHjxo30uL67MNC+fXt8fX2ZPXt2tvtnz56Nu7s7Xbp0cZRduHCBjh07otPpWLt2rWyIVlTK/QnYd+m+7sGeK1DGK5itssSGEEKIfNJk2YOgzAH70e/vLGX2HbVnLtvO+fOQkACZq6QIIcRdUaCRiRqN5rbWTCwuG7AMGTKExo0bZyurXr2643zv3r106NCB2rVrM2PGDM6ePcuHH37IsWPHWL16dbb7+vbty/Llyxk6dCjVq1cnKiqKzp07s2nTJlq0aHFHbYp8avPejfP639mPr9/YdOVaqcxEsWLj5307ebx5TVYv9aNz5yKMUQhRooSGhtK9e3dGjBjBhQsXHO//p0+fZt68eY56vXv3ZsuWLdhsNkfZoEGD+PLLL+ncuTPDhg1Dp9MxY8YMAgICePPNNx31jEYjEyZMYPDgwfTo0YNOnTqxZcsWvv/+e95//328vW9MierUqROnTp0iMjKSrVu3Zou1bNmydOjQ4S7+NYTKjf9992q/ACDFnILeqsdF54JOIxNEhBBC3IbKWfrw8F72Y5XNN8qeCbcfy+3lUMJB2rfV8UjDYH79tehCFELcXwp9Axar1cqpU6dYsWIFNWvW5LHHHitQgEWpVatWPPXUU3leHzlyJL6+vmzevNkx3axy5cpERESwfv16x4eyXbt2sWjRIqZNm8bQoUMB+wfHunXrEhkZybZt2/LdprgDlXbcXr2xOh5fAQyswMq1B/H29uTaNcgye1AIIW7b/PnzGT16NAsWLODKlSvUr1+f1atX07JlS0cdRVFyrFvo4eHB5s2bGTp0KJMmTcJms9GuXTumT5+On59ftroDBw7EYDAwbdo0Vq1aRaVKlZg5cyavvfZatnr799tHKkydOjVHnG3atJE+5i47m3Iiy0/2fy9dvgxBX3rQtdqzrOi9MPcbhRBCiDtR/zvaL/sOXoPfvtrOsWPN+eEHGDXK2YEJIUqau7YBS3x8PM2aNSM4ODjPOvei5ORkXF1d0Wq12cqTkpJYv349b731liPpB9CnTx+GDh3K4sWLHR/Kli5dik6no3///o56Li4u9OvXj3fffZdz585RoUKFfLUpioDnORZbQpnz0AHwOYGaULz+vyuEuDcYDAamTJnClClT8qzz+++/51pevnx5Fi1adFvP6devH/369btpneIyM6CkGh3bO0fZxt/tU59/OrEYs/VbElITCCgVUNShCSGEKOlebsFTT6nsT1/NiJFhaDXaW98jhBC36a6tmRgQEMArr7zChAkT7tYjCt2LL76Ip6cnRqOR9u3bs2fPHse1/fv3Y7FYciyarNfrCQkJITY21lG2d+9egoODsy2+D/bpb6qqsnfv3ny3KYrGVd0RGKOH12py+Fg6isbKwYOypqIQQogCUu0jE7Ouoxg+bxDlp8vuNkIIIe6Oo4/UguceY3b0bBR9GpOnybr8QojCcVc3YHF3d+fkyZN38xGFwmAwEB4ezscff8xPP/3EpEmTOHDgAA899BD79u0D7CMtFUUhICDn6IGAgADi4uIcP8fHx+dZD3DUzU+bouht+8MMY3VErBzE1atw7ZqzIxJCCFFsGa8CYMuSTPxp/0bH+YXkC1hsliIPSwghRMmV4XkYgPNJF+Ct8oxM9sBksm/QIoQQBXHXkokHDhzgk08+KRbTnJs3b87ixYt54YUXeOyxx4iMjOSPP/5AURRGjBgBQFpaGmCfrvxfRqPRcf163bzqZW0rP22KomdW7X//Haa5+NT7A+8+EU6OSAghRLEVuB2AVwbap56r/xn0Xm5aOYasHVLUUQkhhLgPWGw2cLV/qfV074uUfqcFl9MuOzkqIURxVqA1E6tWrZrrbs5Xr14lMTERNzc3VqxYUZBHOE1QUBBdu3blxx9/RFVVXF1dAcjIyMhRNz093XEdwNXVNc96169nPd5Om6LoDTpZFgAVFcKfRfX+B5ttDt/+/Dc9OwfiosuZBBZCCCFuSsnc4TlLMlFRgHGw5tBGrGFWzDYzRp3RGdEJIYQogaZsf99xvvbsYuj4B2v+XkO5lEeoU0tPgLevE6MTQhRHBUomtmnTJkcyUVEUfHx8CAoK4tlnn8XXt/i+MVWqVAmTyURKSgoBAQGoqkp8fHyOevHx8ZQvf2PNo7ymKF+/93rd/LSZp7XAfz9v1Mt8iUKhYuP6Lpxz5sDAC8Es/fdFfn75a+cGJoS4YwsXLmThwuw76SYmJjopGnFf0afmeenkCYWOs/uyMeE70oarGCWfKIQQorBlruFrNqs88ms5NOv0WMeZnByUEKK4KVAyMSoqqpDCuDcdP34co9GIh4cHdevWRafTER0dTXh4uKOO2Wxm7969PPPMM46ykJAQNm3aRHJycrZNWHbs2IGiKISEhADkq808hQGydvtdpWID79MAxMcDGjhweRefrdrKkYxNfBI+2rkBCiHyrWfPnvTs2TNbWUxMTI4NsYQodG8E2Y8aGxgyF8J3JBgVNiZ8B4CPD8hqJ0IIIQqbWs6+yajVZh8ib1PMHDp1hQ+3T+HLZyfJrs9CiNtyVzdgKS4SclmBdt++faxatYpOnToB4OnpSYcOHViwYAEpKTd2wfr2229JSUmhR48ejrLw8HAsFgtz5sxxlJlMJqKiomjWrBkVKlTId5vi3qKiMjimNf/7a4yzQxFCCFFceVywH991tx/L/OW4lF7qL5TxCkrdRRw+7ITYhBBClEjWBvbZVVk3BHtwyHvM+3sK0XHRzgpLCFHMFGhkYknxzDPP4OrqSosWLShTpgx//fUXX375JR4eHkyePNlRb9KkSbRs2ZLWrVsTERHBmTNnmD59Op06deKRRx5x1AsNDaV79+6MGDGCCxcuUL16daKiojh9+jTz5s3L9uzbbVPcG2xYM89udL5xCSlU+MyDeV2jeCGkr3MCE0IIUbK8Wtd+7P4sv+5qxuzZlalQASIjnRuWEEKIksFmu/F5JiPD5jgv/0F1nqz7KLMe+58zwhJCFBMyMhHo1q0bly5dYsaMGbz66qssWbKE8PBwdu/eTc2aNR31HnzwQdavX4+bmxtvvvkmX331Ff3792fJkiU52pw/fz5DhgxhwYIFvPHGG1itVlavXk3Lli2z1ctPm8L5PrCWBrJPPXv73WsALIxdwfnk8xy6eMgZoQkhhCih3jhZhU9cfRi+Zjzp6fDtt86OSAghRHE39ufPcpSdOQPxGceZvedTrDYrp6+edkJkQojiQEYmAoMHD2bw4MG3VbdFixZs3br1lvUMBgNTpkxhypQphdamcD6L/goAFy+qYM8r8v33wDC4fAmqTA8iQ01FHavm3YgQQgiRX65Xod04Jkwcw/t7B+FdfQhdmtZEUUAjXw0LIYTIp3/1Oac0d+8O9LefD14ykc8PjyNlZApuereiDU4Icc+Tf34KcSfc/81RFB0NGap9Ef3fN1sZvXE01zKuFXVkQgghSrB5tIYmnzN+zwB0gdE0emm+s0MSQghR3Okzp10pNwZEfL5qBwDffmdi/Yn1nL121hmRCSHuUQVKJu7cubOw4hCieHG7fOP8+oL5hhub6LTv8wcTt04kZPAHZGQUcWxCCCFKrHj9NgCsqhUimrC3ah/i4uD5iStIN0uHI4QQ4g40+tJ+fODHG2Uu9kERA19ReGT+IzwwtSWnThV9aEKIe1OBkonNmzcnODiYCRMmcOLEicKKSYjipU/mRjlBv90o69YHgJNJh+n9w0CCInvx9ddOiE0IIUSJtO/KNsd5r8HH+M7ajdHrJ/DvlRQuJSc6MTIhhBDFVqupN84Dt9uPr9YGIEX/D/0nbuXJz97hNlbyEkKUcAVKJi5YsIAaNWowYcIEatSoQcuWLfn888+5fPnyrW8WoiTzOWk/1vqRJac+54T7Qvp98i1bdl3hiSfAZrv57UIIIcTtMqnpAFxMvUDZCQ/gP83byREJIYQoMTzjHKfrK7VmZcIU3lk1FZNJ5c034Zqs6iTEfalAycRevXqxevVq4uLi+Pjjj1FVlUGDBlG+fHmefPJJli5dislkKqxYhSjeuvWlzS++rGqk8MepPcycCfv2OTsoIYQQxd3fgcMBsKkqeNnXtPq/P+NRxiscSTjizNCEEEKURI8Mx2WyhhleCn2nz2fHDti27da3CSFKjkLZgMXf35/Bgwezfft2/v77b959910OHz7MM888Q7ly5YiIiGCbvLsI4TDkt1cZerY8IQvKERcH3y1JufVNQgghRC4SfNcAcOTIjYXzn3zNPj3tpyM/8fNfG/jt+AanxCaEEKJkW6H0oflbH/HQBgVVhd9/d3ZEQoiiUOi7Obu6uuLm5obRaERVVRRFYeXKlbRp04YmTZpw8ODBwn6kEMVO9PmdUCoePC7wcK8/ef6gB1tOb2HHnjQuJaY5OzwhhBDF0K607x3nCRftx7Xr4PGlHei4oAOqCocuHnJSdEIIIUqsjm8DsHiJjfZbFPrN+4CUFEhPd3JcQoi7plCSiUlJScybN48OHTpQuXJlRo4cSZUqVVi6dCnnz58nLi6ORYsW8e+///Liiy8WxiOFKDEOt2sAQHRcNM1/9CNgWnksFoi/IgvoCyGEyAd9lk9trlcA2JhlQGK1x5ZRe1Ztvvh5dxEHJoQQ4n6w+PT/AFh+7mM8Hh+D6xTFyREJIe6WAiUTV65cSY8ePShbtiz9+vUjKSmJmTNnEhcXx4oVK3jqqafQ6/VotVrCw8MZNWoUsbGxhRW7ECVKYvo10Kdh1l6l7ctrKf+JN4cuHsJkNWGxWZwdnhBCiOLkif72Y8dIR9Gp6va1FV+ZvInGs1vQdGIEhw87IzghhBAl0fLUIQDYsEGzGQBs3mpFGa8w6/++dWZoQohCpivIzd26daNSpUoMHTqUPn36ULNmzZvWb9CgAc8991xBHilEifXelvGO8/87uRuqwsHzx6k9qzbB7k04MmyXY+kAIYQQIt98j9uPHSPZ8y/AHzQdUZY2bW3ELx/C7s2lnRmdEEKIEuKa9V9wsZ/P/84MAfBVzFy+//Uwx42LiR9xzLkBCiEKrEAjEzdu3Mjp06eZNGnSLROJAKGhocybN68gjxTi/tB6IgDvvGP/8WjKbiI+XozmPQ1X0q44MTAhhBAlybWQiay6+j7R7cvwxe6vUOouZuwXezCZICnJ2dEJIYQo7uZu/gWAQ4fg/zSTOW86zu4/k9GPd2Hn2Z1Ojk4IcafuOJmYmprKW2+9xeeff16Y8QghAHQmAI4l73UUfbl1BQCtOiWgjFd4fE4EJpNTohNCCFECvbKmP3R/hvfON6ZZ+E48RwWRbEomOjYDs8Xq7PCEEEIUR88+BUC6x40NwEI7HseCiUffnctLUZN46puXSE52VoBCiDtxx8lENzc3Tp48KVMuhbib2o++cV5vIQAH29QF4Of4L6k26E2U8QoTJqgAZGQUeYRCCCFKoNhGzcD3BL/tO0CTn4zUnRLGwaPpfL1hi7NDE0IIURy5X7xxPjAEgCvVvmTe6VH8eGoeVTv8StWP6hA56Qyq6qQYhRC3rUDTnMPCwli3bl1hxSKEuB26G8MRz1WyL2w8xqZBGa9gfKMhHy6I5dAhld3RNmdFKIQQooR4ak1zAI5a1lNn6DD6bWvDldRr9PjgS2LO7ndydEIIIUqKhEc7cSrlIB9aAqnzcRP0z/ak96itpKXBfuluhLjnFCiZOHr0aI4ePUrv3r3Ztm0b586d4/LlyzleQogiEhBL5PGG1F6sIXS1ltPnrxH85BJ2/X0CkwmZFi2EEOLOhX4GwLPPZ7AkI4LQr0J5/fPlVJj8AAApphRsqnyRJYQQomAOJUZjqfUDC/St8fjASP3lCrvO7uadj46waudfzg5PCEEBd3OuU6cOAAcPHuT777/Ps57VKuvsCOEMVb7wggehzfeeqDtfJ6PpRMzvqoyZt5G3n2+Ij6u3s0MUQghRzPzq+wQAViWd/8V3B40Nr4rnuNa/Ii2s77Bg8FD+ST5O84rNMRicHKwQQohizaaxr+PUdG6ovWAtvLPxDB9cakLc2Bj2H1Cp/YCeij6lnRilEPefAo1MHDNmDGPHjmXs2LGMGTMmz5e4OZPJxPDhw6lQoQJubm40a9aM9evXOzssUYKkc42MpvYdop+O/JXJcQ/T8fPnePitedR6vyOqCr//dQCLzeLkSIUoGQryvh4XF0ePHj3w8fHBy8uLJ598kpMnT+Zad+7cudSuXRtXV1eCg4P59NNPC9ymELdUaceNc419JOK1/hUB2K79gGqzy9J2fgs8O39Aty+G0HXYWi4npXL5suwQLURhkX5G3M8+MFWCUueZsnY+nX6tQKVPyrBywwVaTHkJk9VEsikZk1WmZAlxNxVoZOK4ceMKgfpuFAAAIABJREFUKYz7W9++fVm+fDlDhw6levXqREVF0blzZzZt2kSLFi2cHZ4oYX7y6gRA9LU14LkGzKCpEAMDGtEodQTNKzfmmuEwH3UdSar+NIFegbLRkhD5dKfv6ykpKbRt25akpCRGjRqFTqdj+vTptG3blr179+Lj4+Oo+8UXXzBw4EC6d+/OW2+9xdatW3n99ddJS0vj7bffvqM2hShMGQ+NYMV5oNTH+E23lympZfjmyW/48Ou/+XlKD1Ive2P0SKNKORkpL0R+SD8jBHx8cLjj/MlVzcHnJPW7d+ZIg+74p7bkq45L+SU+ivGPDMevtBWtopXPNUIUEkVVZa8kZ9q1axfNmjVj2rRpDB06FICMjAzq1q1L2bJl2bZtW673xcTE0KhRI4gAyhdhwOL+kVwWPC7AxVo8XyuC85fSeC70UVo09CbhdGlaNHF3doRCFKrr76t79uyhYcOGd9zOnb6vA0ydOpURI0awe/duRwxHjhyhbt26DB8+nIkT7SOM09PTqVSpEi1atGDlypWO+3v37s3KlSs5c+YMXl5e+Wozr7+H9DOiKMxveoiIVQOIHjuHA/v0+JdPon2dBs4OS4hCJf1M3n8T6WvEXXWhHpTdD4kVGfLATFI1F6jj1ZwB3WoTd8ZA1aqSYBQlR2H1NbdS4GRieno6y5YtIyYmhsTERGy27AtvK4rC3LlzCxRkSRYZGcnMmTO5fPkyHh4ejvIPPviAd999l3/++YcKFSrkuE86XuFs1QzNOHEmmdCAVgxq/Sw/bNvBj8PfYPOuK9SorlCtTDlnhyhEvhRWx3un7+sATZs2RVEUduzYka08LCyMEydOcPToUQB++eUXHnvsMdasWUOnTp0c9Xbs2EGLFi1YsGABvXr1yleb/yX9jHC22gcXcrB2T170WIIC+PvDqw8/yb6E3bQNak6pUs6OUIj8kX4mJ+lrxL2ggtoU3ZU6GFysrH57PBO/imHiK81QMnxJsV6hZgX5XCOKj6JKJhZomvPp06dp164dp06dwtvbm8TERHx9fbl69SpWqxV/f/9sHZzIae/evQQHB+f4O4WGhjqu5/WPASGc6YRpB5SFXbYD7Nr0OQCuk96xX/wN/P55gUuBUfTzXMzes4epF1iJXo0eZ+2plfRv+jxJtgtULO1NOZ9SyGwDUZLc6fu6qqr8+eef9OvXL8e10NBQfvvtN1JSUnB3dyc2NhbA/gEsi0aNGqHRaIiNjaVXr175alOIe83B2j0BmJfc3V6QDFP/+/20VUdT80gsLv/iranIK53aE7M/he4dqlHWoywnLyTQsk5lrFbQaos2fiHuFulnhChc55Sd4LsTgOBZ3wDw7Sc3rre99iWbPPvTRfMxFT2qkag5ztB2ffn16CaebtAJ/9I2FJ0ZXzdvNAXalUKI4qNAycS3336bxMREduzYQbVq1ShTpgyLFi2iZcuWfPLJJ3z66aesW7eusGItkeLj4wkICMhRHhAQgKqqxMXFOSEqIQruUmAUAHOv9QBP2HMVojbYr00/nvMfnLrzTfF38yfVlE7byg9zMSUBPzcfmlaty6GTiTzfvjFpqQpp6lU6NWjAzoNxdGhSmbRUDWZSKe3piaoiiUnhdHf6vn758mUyMjLyvBfsC9zXqFGD+Ph4tFot/v7+2erp9Xr8/Pwcz8hPm0IUS1oLO7Xv2c9V2LDWfjr5mxtVjPOrkO56CpeUIPzTm3HJEMvjpYdwOOEwdfzrUqdCVU4nHefhms04c/lfqvsHUi/In/NJCVTy9cfDAxSLG77eeuwTehTpa4RTST8jRNHa5NkfgNW2N+CaveyHH4cAMPqvLBVTfcHtMpqr1anj2oGLqRdoXL4JeoONpGQbPULbcOzsVRrXDKBq6fLsO32CZ1s15+jpRCpX0uFl9OJqSgp+npJ8F/e+AiUTN27cyKBBgwgNDeXy5cuA/RsvFxcX3n77bQ4dOsSQIUNYvXp1oQRbEqWlpeHi4pKj3Gg0Oq4LcT+wlNvJ+czzn1Iys46p8HNmB/39z1kq/555/DVLWUppcL8IgJLmj6pLxS25LqpNQacHo80Ps5qGl640is0FrU6llM4Hk82En5s3NpsGRdXhaXRHVcFd64W7m5aUdBNuOne0ig53owGNRiHDmo67wQ29Vounzh8zaWRwDb1ixKC4YSEd1aZBp7OBqkVV7As+6zQ6DAZwMWhQbAYsNgvuRhcsVhsarRVF1WO2WnA1GLBZQaO3gE2H2WrBRadHVRUUjQVF1WFRLeg0Wmw2BZvNhk6rJd1sxtVFi16rx2YFs8X+nmxTrdiw2v82SvaE6/VzRYGbLXqRdbHq/H6Gzmuh69tZZEPJ99Ps9DodPVo7Z721O31fv15+O/empaVhMBhybcdoNGard7ttClFSpbueAiDD/Tjn3I8DsCQ9AjxgfzpgL+Krf7PctPnmbWoSg7C5n8E1pRZWm4pB9aCUtjTpZhM+Lv7YbKDTaPHSl8FkMWN00eCGHxYlnVJGVyxWFYNOi4vWFVW14eXmjqoxgc2Al6s7ZouKh6sejQYUmx4zaRgVT2zaVNwNRjyMrtiwYLVo8XF3J92SgV5rf/9PSTPh6+FButmE2ayg12ns/YjijqIzgapB0YDFZkaHK4rWggYtiqJiUS0oNgOK1oJW0aGqNtBY0Wl0mC1WFK2V9AwVUNFpNei0GjQaBUXVoNFo0CgKZosNk8WMVqug12oBBVUl2wtA0aj28//0BWqWgns9aftwSDDlfIt+Fpb0M0Lco9zsORGb9zH2cwxc4Oe0HyHzP4H1f2TWO3Pjlpe359KOyR0MKQDor1XHor+KW+oDaHUWVJsGD6UcFiUFd6U0eo0eVWPBS1cGKxl4uLihtbmhaKy4a3wwGsFm0+JlLEW6OR03nScGrR5FZ8JF60K6yYKXuysa9LjqXVBQSLOloNNo0NtKoegzsFpVNFoVjaJBVcFFr8XNTcFsBo1Gwah1xWy14mbUYLGATbFg0LhgtaoYXTRYrGDFhE6xf8bRG0C1arAqJrTosVpVdDpA1ZJhMeOi06HadPbPJ1lX0cvSJ2gUBatqyfYZJ+tRk6MDydmhKJn9U7ayfHQ8t7dioJrlLPfz3NrSKvZU3QOVytKoxr05U7VAycTU1FSqVKkCgKenJ4qikJiY6LjevHlzhg0bVqAASzpXV1cyMjJylKenpzuuCyFuQ2YiEUB1TQAg1WeXoywp83g1t3vtA03sL1NmmRlI/0+9REQxoaT70KP1Zac8+07f16+X3869rq6umEymHPWu181a73bbFELcPpuXPQOZ5rUPsHcdyZnXrtzqZkvm0Zz5Asj6n+gtGxD3ii8ythPxaPMif670M0KUcJmJRACz5zEAUlxvbKx0/XPNRXJx/XONCliB603dLKefcKeBiruthfVd/u+9vDexcqYCJRMDAwM5e/asvSGdjgoVKrBjxw6eeuopAA4ePOj4RkrkLiAgINepCPHx8QCUL3+LlYjXAv/9E9fLfAlxn9JeCcbqcRa3tGAsajp6myeemgBSrYl4G0qjsbqh0Sh460tjslgwumhwUTywYcHT6IHZasVFp8eoc8Vqs+Lt5oEVMwatHneDG2aLSilXFxSNimLTYyENnWLE3eCGRmemlNEVKxawuODl4YLFAorGikFrICnVjB5XtAYTNqsGnU7BbDVjwB2N3gyqBhQVq2pBp7qC1oxW0QL2ESMamwFFa0WjaHOMGDHodWRk2LCqFrRaJfMbRNAoWjSKFlT7N23Xv/j675dpeU8TV2/c858rt/ru7r/fuuVHQe7VaW++YM3ChQtZuHBhtrKsX4YVxJ2+r/v6+uLi4uKod7N7AwICsFqtJCQkZJuCZjabuXTpkqNeftrMk/QzQtgllwEP+/BFJaUcqjEB98Qm2FQrOr2C0Wofqe6lK4Ni06PV2fDQ+mK2ZeDt6g2qBq2ixce9FCazDTedBwYXK1aTAQ+DO1qNFp2ix2BQyLBm4G5ww6DT4q7xxUI6Nk0GvrrypNmSMatpaFUjGp0ZVVXQawyY1XTcdB4oOjNWq4qLzoCqWPAwGjFbrY4R8BarFVeDwT7SJHMEvMVqxaDT2UfAay0oNh0WmxWdVoNq02BVrei1WlSrDheDgkajYLWpmC02bDYbqmLDarNiU1X0Wi0GnQ6bDUwWi2NE/H9HxttsmSNHlJx9T9ZR6XkN/CjYFpKF4+GQ4DyvST+Tj34GpK8RIjdWPS5pVTFpL+GSUcn+vm9xw0cfgElzFaPND6PeiMVmwVtfGhUVraKllIsHGbZ0Srm422dpaTWUMnhitplwM+px0euwWFW8XEqhKBo0Wgt6jQGbVQvaDFw0bniW0mJTbWhVIwYXG1iMuBn1KChcSzHhqnMDjRVF1aEzWDBbrOgwoipmdIoRjc6C1Wbvd1As6BQX0Fjs/763aewzt3BBVcz2PkDVYMOCUW/AZLGgaiwoKCiKilajyRzZrqIoCjZVRVVVtIruP59x1Myj/c+nZv0MowJK1o4j907kdgcm5qcPyj7DK/fzrPVU1f5ZEBRqVbr55j93s6+5lQIlE9u3b8/KlSsZO3YsAC+88AKTJ0/mypUr2Gw25s+fT58+fQol0JIqJCSETZs2kZycnG0R5R07dqAoCiEhITdvIAzZ+UwUax7JISR77MWQWIuyliZcctlDF78hHL18hGCf2jQIrMo/SadoU6MR/yZdooxHaZo8EMCl5GuU9fLC11uHOd0Ffx/7VBxZN1Hcjp49e9KzZ89sZY4dJQvoTt/XFUWhXr16REdH57i2c+dOqlWr5ljAPiQkBFVViY6OJiwszFFv9+7d2Gw2xzPy02aepJ8RJYQhrjWeHnrMJoUW5dvxb+p5ynuW48HAGhz7J5Vn2zbgapIJjc7Cw/XqEnP4Ig83qUhaqpYMNYWyXl7YbCoajXQy4takn8lHPwPS14gSwS09iFQuoqCjmWYwR9K20ca/B4qqQ6s380itpsSc30OLig/h5amgYqVxrXJcSUnCTeNNpXKumE1ajEbQKLKTi7i1u9nX3EqBkonvvPMOu3fvJiMjAxcXF0aOHElcXBxLly5Fq9XSq1cvpk+fXlixlkjh4eF89NFHzJkzhzfffBMAk8lEVFQUzZo1k52cRbGlsblgMxlpoXsVxSUNg82TkU8/wcbtV+nRsTIVPAI5euEsLWtXtY9OyGd/WQPfGz9kmT0jiUThbLf7vn7mzBlSU1OpWbNmtntHjBhBTEwMDRs2BODIkSNs3LiRyMhIR7327dvj6+vL7Nmzs33Imz17Nu7u7nTp0iXfbQpR3Hj+25FrZX7l1dJL2fr3XhpVq0avhl1Z+fcShrXvz5nEMwRV9KKctzeg5msdJIDOzT0BcPEE8AKQRKK4J0g/I0TR8klrTIo5mfqGrtStUo5//oHpr3bi0GErvr7wSIO6/HnsIvWr+99GX/NgjpIKvj6Oc72sCiCKCUW9vVUjxV30zDPPsGLFCoYMGUL16tWJiooiOjqajRs30rJly1zvcWSbI5Bv8YRTVP7zC07XH0B33bf4e7nh7anj5XYdOZt2hHqlQ/DxuXUbQtxLrr+v7tmzx/Fh6E7dzvt627Zt2bJlCzbbjZWlk5OTefDBB0lKSmLYsGHodDpmzJiBqqrExsbi5+fnqDt79mwGDx7M008/TadOndiyZQsLFizg/fffZ/jw4XfUZm5/D+lnhLP4UJUrV1Saenfl6cZt+D32JMveGcjW3dcIClIJKnvzqT9C3Gukn8n7byJ9jXCKFH9wT6DL5XX8auxHa+Nr9GnemWPX/qJvk6dx9UvAx1AGV6OMEhTFR2H2NTdzxyMTU1NTeeihh+jfvz+vvPJKYcZ035k/fz6jR49mwYIFXLlyhfr167N69eo8E4lCFLXlTS/xwron2TNqHgf+UihTPo0WY+tg/5dfdtW4xdR8Ie4Dt/O+rigKmv8MyfXw8GDz5s0MHTqUSZMmYbPZaNeuHdOnT8/xYWzgwIEYDAamTZvGqlWrqFSpEjNnzuS111674zaFKFJ/Pwo1foH4ELpU7U5i+jVebfki1Wqmor9cnwcbaLNVf/sx+7FjCxm2IYT0M0Lkj1v8I6QG/MbpAUk8++Ecxr3cnDq+D3Iq8QQtg2uTbYtl6mYe5UsrIfJSoJGJvr6+TJ48mQEDBhRmTOI2yLd44q6w6Vj7ZCyRc9ay+v3epFz2xFgqncplZJihKPmK6lu84kL6GVGYKi48z9me5WhifYNaXk1IMO7gu+f+x4mkv3iwYu18T0EWojiSfiYn6WvE3eCW+CCprkc4E3mUd2cc4ZXnytMw8AHSMsx4e+qdHZ4Qd9U9PzIRICwsjHXr1kkyUYhiSBcziNdfCOTgpjp8815rNGZPXFygVCnoNDvz2zgfyLYgoRBCCHELYbrJrLWMoH6pdhiP9OFcuS/451BZlm2P5olm9TBoDcBzADT0ruPcYIUQQhR/f/Zi40cv8/MKN154ohq1q5TGagWDAb4Zd2MPAhcXSSQKUVgKlEwcPXo03bt3p3fv3gwYMICqVavi6poz8eDr65vL3UKIu+J8Ayi3L3vZ11vgpda0TZ/BgmEvkJB2kerDauDuDnRzSpRCCCFKGMP+AZjqfcFPke/wzufNGflSffzcfYAXAAhvefd3FhRCCFFCnWwLVTfB1hE0evgUftrKfNVzMp6lE/Ey2jfJajf0RnWtNtdWhBCFpEDJxDp17N8mHzx4kO+//z7PelartSCPEULkg9eyrSS+6onRHMCIWvP49eostp56CEW5saJBBbydGKEQQoiSYlOvPUS8dZb5H4ZQf3ggqvo5ej1Me62Ns0MTQghRXG2LhFZTqX9pPH/6jQUg+s3VzIwdz9xR4zJHuF/n5ZwYhbjPFSiZOGbMGFnjRggnamh4hhjTIvsPe/pDoy+5EOfCm19/w+vdmlOzdA3G0Mm5QQohhCg5rlbmk9C1NKrridFcnoY14MhPsvabEEKIggk01uaf9IMAvNCwN1FM5b1BDfBIP4x/aRsNKrgxv/4UJ0cphLiuQMnEl156idKlS+c6tRnsOz4nJCQU5BFCiJt4r8O7PLZmEfVdH+XHzz5m3/mXcNEZ+Cyij7NDE0IIUVz92Qvq22ec+B2K5FKtqXxRMYPuvVLwMHig18qaU0IIIQpHwJVw4n2WEhrYkH8WN8a77i7mTq7LiAvnCA6QXXmEuFdpCnJz1apV+fHHH/O8vmrVKqpWrVqQRwghctFwzy4wudOmQVUOP59G9Fs/Ua2SK92aNHN2aEIIIYqTY1lGr+9+BYB+tSIBeNC7LRe++4DLkZeJ6GfAx9VHEolCCCEK1az2C+HgU7zXfjzqj99wZcIhNBokkSjEPa5AyURVVW963Ww2o9EU6BFCiEy/9twEi5cwuuJmdi5vQtroZDwMHtQMMqLXFmiQsRBCiPtUv8Z9HecdazcH4L3hpUkakcSOwevQahV8XH2cFZ4QQogSqFflSB4+cIwX9et48gkd6qJl1CpbzdlhCSHyId8ZiGvXrnH16lXHz5cuXeKff/7JUe/q1av88MMPBAQEFCxCIe5jbnFhvFQzkjU/luKRsY1R/7pxTSf5QyGEEHdq7XQIe5M2rTXM/Ql8NZVZO6U3l9I64+/m7+zohBBClDRxjdg3bB1vvGXii2Fl8HhBCwQ5OyohxB3KdzpixowZvPfeewAoisKQIUMYMmRIrnVVVWXixIkFi1CI+81f4cx8sxVrFgQzod+jhIbC/950dlBCCCGKu3pl6rH/3/0ANAiozz6gbrlgLg69hptRh6IokkgUQghReFSFiUFbsCoZtGz1MPVrwO8/OTsoIURhyHcysWPHjnh4eKCqKpGRkfTs2ZOGDbPv4qcoCu7u7jRq1IjGjRsXWrBClBinW0HlbXDwKai9HICgrRs5/lB7Zjz6EW80q8wbsvyhEEKIQhReO5z9xy+ic03n/+Y/zNGzF3kwQJKHQgghCmDna9D0f9nLxluoOiOYPp5fM/L5ViiKc0ITQtw9+U4mNm/enObN7WvqpKSk8PTTT1O3bt1CD0yIEmfXIAidZT/fE2FPJp7o4Egm7lvZDnf3m69DKoQQQuTXA9u3cbhFKx6u+jDNHn2HBg3A3R0erCmJRCGEEHfo39pQ5iCsm25PJl4NJNi7HkdZzdUrWry8jjs7QiHEXVSgVdfGjh1bWHEIUfKpWsepjw9cAWbNgjZV/kKn0eHu7rzQhBBClFBHu/Db3JZs2KDSMhAIdHZAQgghiq2zoVBxV7aiMaO1vAcEVnBh35ClXE67jFcp54QnhCg6+UomXt9oJTAwMNvPt3K9vhD3oyrrd3CqQzMGDVKYtcdeFrvoMZ5c1Irw2uGUdi/t3ACFEEKULKm+HHz1EL//XIbmT0DFitC3761vE0IIIW5mdPByJqRWzFY2fpyC2++fEd6gE0adkfKlyjspOiFEUcpXMrFKlSooikJaWhoGg8Hx861YrdY7DlCI4s7Dwz51WVFAd7UmNu9jVC7rQ+zrW50cmRBCiBLl04OMn7+BhHUDeKCSnlqDnB2QEEKIkqRyZQUO2c+fq/EG3yUOAGB4O+lwhLjf5CuZ+PXXX6MoCnq9PtvPQojsWpXrxLbz6wAo5+vOAaCcR1lSP9qPiqyLKIQQIh9OtoOqv2cvW7YAnn4edryBR8tvSbZeYfOyWrRuXQvCnBOmEEKIEupQN6j1I2XLAoegqksjFgyJYAERzo5MCOEk+UomvvDCCzf9WQhhp1E0jvOls+rx4U8rGd7qUfRavROjEkIIUSwtXgLD/eFYR6j+q73sUjAArdvY+GnIKSw2M35uToxRCCFEyWUxAtC4kYblyhHaNSnr5ICEEM6muXWVWztw4ABTp05l0KBBDBo0iKlTp7J///7CaPqu++abb9BoNDleWq2Wf//9N0f9n376iUaNGuHq6krlypUZN25crtO4ExMTiYiIoEyZMnh4eNC+fXtiY2NzjeF22xT3vifP2cf9K4oGnxWbeSR9Dl5eMLH3E5JIFEIIcWeybOB13dE/7MnEqc8/h5fREz83v6KOSgghRAk2r+1Gx/nIBz+h8aVplHUvS7fWwXi7ejkxMiHEvaBAuzlnZGQwYMAA5s+fj6qqaDT23KTNZmPEiBE899xzfPXVVxgMhkIJ9m5RFIUJEyZQpUqVbOXe3t7Zfv7ll1/o1q0b7du359NPP2X//v1MnDiRixcv8tlnnznqqapK586d2b9/P5GRkfj5+TFr1izatm1LTEwMQUFB+W5TFA81fKvDlaq8GvYO3WNbAa2dHZIQQohiSJPmj801AYCmTRV2Ai1awvYL9us1Ar1Qx8qyGUIIIe4Od1cN7BrEE01DmPSuP5N409khCSHuIQVKJg4fPpxvv/2WQYMG8dprrxEUFISiKBw7doxPPvmE2bNn4+vry8yZMwsr3rsmLCyMhg0b3rTOsGHDCAkJYd26dY7EaalSpZg8eTJvvPEGwcH2UQJLlizhjz/+YNmyZXTr1g2A7t27ExwczNixY1mwYEG+2xT3LjeNJ6k7n4Pgn3nvfR3NfzlBt6bOjkoIIURx5uvpRkK6HrRmalSHnQAqRPeP5viV484OTwghREkVtRFeaE/7unXZNrINTeVzjRAiFwWa5rxgwQJ69+7Np59+Ss2aNdHpdGi1WmrWrMlnn33Gc889ly1xdq9LTk7GZrPleu3QoUMcOnSIiIgIR9IPYNCgQdhsNpYuXeooW7ZsGeXKlXMkEgH8/f3p0aMHK1euxGw257tNce8aHPgVffxmMcH3H4xGyPI/uxBCCJEvIdqeACjc2ODupb72GR6tqjalUflG9KjTwymxCSGEKNnKnOvHd5Pa8fJZFT83P1q2BF2Bhh8JIUqqAiUTzWYzzZo1y/N6ixYtsFgsBXlEkVBVlbZt2+Lp6Ymbmxtdu3bl2LFj2erExsaiKAqNGjXKVh4QEEDFihWzrYcYGxub6yjH0NBQUlNTOXr0aL7bFPeYLe/yVrVv4f1r9G7UnW++gVGjnB2UEEKI4u4ZwzfA9WSifRpzu4dcOT3kNO93HOvEyIQQQpRIaT5s6rMVPrzAa4Ff0asXfPmls4MSQtzrCpRM7NSpE+vWrcvz+tq1a+nYsWNBHnHXubm58eKLLzJr1ixWrFjB8OHD2bBhAy1btuTcuXOOevHx8YA90fdfAQEBxMXFZaubVz3AUTc/bQon+qeF/WjKsk3mxol81Ls3CXGlqFvXOWEJIYQoeRRubLbSzbKEhgb7KMRAr0C0mpwbsQghhBB3Qne2rf0kahNtqrbi6rkyjBzp1JCEEMVIvpKJly9fzvaaMGECJ0+e5KmnnmLDhg2cPn2a06dPs379erp168bp06eZMGHC3Yo9B1VVycjIuK3Xdd27d2fu3Lk8//zzPPHEE4wfP55169aRkJDApEmTHPXS0tIAcHFxyfFco9HouH69bl71VFV11M1Pm6KITLlkP2Z4QEpp+/m8LfbjxdqMKruTcaGfcjxzuSo/2TxTCCFEYbDYpzIb9PZ/mtV0b8by959kz4hFzoxKCCFEcXXgmRvn29+yHxcvcRQF7VzFhFbT+b/l9QDw8gJNgYYaCSHuJ/laAcHf3x9FUbKVqarK/v37WblyZY5ygDp16hTZVOctW7bQrl27W9ZTFIVDhw7lublJy5Ytadq0KevXr3eUubq6AmRLRF6Xnp7uuH69bl71FEVx1M1Pm6KIqFl6UFXJVlYtSGV8RCgaTagTAhNCCFGiXQqGsgd45RU4MeUokwdUcnZEQgghirML9aBu5hdSyeUyC1XH5fVrPKhYcWjRxyWEKBHylUwcM2ZMjmTiveSBBx4gKirqturmNrU4q0qVKjnWNsxaPz4+ngoVKmSrGx8fT9Ms21wFBAQ4pjD/tx5A+fLl891mntYCxv+U1ct8idt3uhVU3pY9mZjp2DGF3puaM6n9JPm2TogSYuE+Jzx8AAAgAElEQVTChSxcuDBbWWJiopOiEQJY9CPUWo7rWPjfuBrOjkYIIURx9d3P8Nxj2csyB0kMe1vFN+h9ynmUo2JFJ8QmhCgx8pVMHDdu3F0Ko3CULVuWPn36FEpbJ06coHTp0o6fQ0JCUFWV6OhoGjdu7CiPj4/n7NmzDBgwIFvdbdu25Whzx44duLm5OUZE3qrNV1555daBhgHl7+AXFLnq1FHDOsDFCDYUzEBQEGwP2u7s0IQQhahnz5707NkzW1lMTEyODbGEuJu+rnWel37rypNVXmDGnupApLNDEkIIUUJUCoQzmedduiistkDjxirP1B3h1LiEECXDHY+zSk1NpVGjRnz++eeFGU+RS0hIyFG2Zs0a9uzZw6OPPuooq127Ng888ABz5sxxTOEGmDVrFhqNhvDwcEdZeHg4Fy5cYPny5dmes3TpUp544gn0ev1ttfn0008X6u8qbu2Jx2/8JzE7fBJl3Ms4MRohRHGUmJhIREQEZcqUwcPDg/bt2xMbG3vb9x8+fJiwsDBKlSqFn58fffr0ybWvUlWVqVOnUq1aNVxdXWnQoAE//PBDjjpRUVF07dqVwMBAPDw8qFevHpMmTcp1iQ1RtFo08oavdvBup1eoUgWqVHF2REIIIYq70pkfXwZE3Cib8crjALQKbOWEiIQQJVG+RiZm5ebmxsmTJ+/pac+3o0WLFjz44IM0btwYLy8v9uzZw7x586hcuTIjRmT/1ubDDz+ka9euPPLIIzz77LPs37+fzz77jP79+1OzZk1HvfDwcGbOnMmLL77IX3/9hb+/P7NmzcJms+UY3Xm7bYrCN7vx/zEwumW2sooVNBAHGgX6NexHv4b9nBSdEKI4UlWVzp07s3//fiIjI/Hz82PWrFm0bduWmJgYgoKCbnr/uXPneOihh/Dx8eGDDz4gKSmJDz/8kAMHDrBr1y50uhvd9siRI5kyZQoDBgygcePGrFy5kl69eqHRaOjRw74DcGpqKi+99BLNmzdn4MCBlClThj/++IOxY8eyceNGNmzYcFf/HiKnhlffI2ZtPTj8JDXHQpbvEoUQQog70jXoGVYet6+PqNXmvF7DrwbqWOlwhBCF546TiQBhYWGsW7cu2xTf4ubZZ59l9erV/Pbbb6SmphIQEMCAAQMYM2ZMtmnOAF26dGH58uWMHz+e119/ndKlSzNq1ChGjx6drZ5Go+GXX37h7bff5n//+x9paWmEhob+P3t3HldVtT/+/7UPMygoIgiYOCDhjKZkjjilGU6FOJSoofbh3syhFKVreku9ImR1LU3Tb2Qqjqg3vfYxNDQVJBN+mUlWpsmg5pAfRBSQ/fsDOJzjOcyTwPv5eJx7Dmu/19rr7Ius9tprYNOmTbRt27ZcZYrKZ6mxMUgbNlRDw4TGvDNocQ3USAhR2+3cuZPY2Fh2797NmDFjABg7diweHh4sXryYzZs3F5t/2bJlZGZmkpiYqF1Lt0ePHgwZMoSIiAimTZsGQGpqKqtWrWLmzJl8+OGHAAQGBtK/f3/mzZvH2LFjURQFc3NzTp48Sc+ePbXnCAwMxM3NjSVLlnDkyBEGDhxYFZdC6Nr7GYyeCtlWdE1fxGfb4a+/arpSQggh6goTTWEPou5Yn2cch6CY36+BGgkh6roKbSexaNEiLly4wKRJkzh+/DgpKSncunXL4PU4e+edd/j++++5desW9+/f5/fff2f16tUGHYkFRo4cyffff8+9e/e4fPkyS5YswcTI4x87OzvWr1/P9evXSU9P5/Dhw3Tt2rVCZYrKZjiqVkHh/966xeyes2qgPkKI2m737t00a9ZM25EI4ODggL+/P/v27SM7O7vY/FFRUfj6+uptyjVo0CA8PDzYsWOHNm3v3r3k5OQQFBSklz8oKIjk5GRiY2MBMDMz0+tILDBmzBhUVeX8+fPl+p7CiNP588nWJhamXeqf9/7jOAAsf5pGUBB07gz9+lVz/YQQQtQLunc4J4MOcSLwWI3VRQhRd1WoM7FDhw789NNPbNmyhf79+9OiRQuaNm1q8BLisfJHL0D/qV3oc0twMm+l91RPCCHKKiEhgW7duhmke3t7c+/ePS5cuFBk3tTUVK5fv663IZduft11FxMTE7GxscHT09MgTlXVEtdoTEtLA/I6OkUF/J9r8cfVgoZGIfftXO7t/hDZ40cIIURl6fZb3lrJik4X4pb38gawDG87vEbqJISoHyo0zfntt9+u9Wsminroz/bQ4qTe7+78sYOYz8UarJQQoi5IS0ujf//+BunOzs5AXodhhw4disyrG/to/lu3bpGdnY2ZmRlpaWk4OTkVe57irFy5Ejs7O72NxkQ5HAoHvwlFHvbqYEPiPbh3T5X/XhJCCFHpbO/lPcDUbWN8nnJBfUrWRxRCVK0KdSY+upmIELWCkte4erRVaLD0Mz5dbvzGXghRv6mqSlZWVqliLSwsAMjMzNR+1mVpaYmqqmRmZhZZRsGxovIXxJiZmRV7Ht2yjFm+fDlHjhxh7dq12NraFvOtRIlUww7CAQPgm/zPXwVtZMe5HViZWVVvvYQQQtQTefc1CgpmX6+m6+Bfarg+Qoj6okLTnIWoLV7p+PfCH651AuAJh8akfzuF8X171EylhBCPtWPHjmFlZVXiy9raWjt92crKigcPHhiUdf/+fRRFwcqq6E6lgmNF5deNKe48unGP2r59O4sWLWLatGnMmDGjuK8vSmHZMsO0FaGFn50aODHz6ZnVVyEhhBB1nkbnFl6jmgHQ2NKerOOvcWrJhzVVLSFEPVOhkYmQd+Oye/duzpw5w507d8jNzdU7rigKGzdurOhphKiQ3i4D+X8/fgzAa96v89/9w3FdXMJaV0KIes3T05OIiIhSxRZML3Z2dtZOV9ZVkObi4lJiGUXlt7e3x8zMTBsbExNTpvN8/fXXTJ48mREjRrB27doSvpGOrwDLR9I65b/qq98GQ5tomjY1HJloYQ5WplZM7DSxBiomhHhcREZGEhkZqZd2586dSiv/zp07zJs3j71793Lv3j28vb157733itzw8VFJSUnMnj2bEydOYG5uzvPPP8+qVasM1tJVVZWwsDA++eQT0tLS8PDwYOHChYwfP14v5vPPP2fPnj0kJCRw69YtWrVqxfjx43nzzTeNjqQX5edp24Of/u8UAKP6t+LIhs0snTWmhFxCCFG5KtSZePnyZQYMGMClS5do1KgRd+7cwd7enr/++ouHDx/i4OBAgwYNKquuQpSbRtFA1CZ6dnJi9WaF1bSt6SoJIR5zTk5OBAQElCmPl5cXx48fN0iPi4vD2toaDw+PIvO6uLjQtGlTTp8+bXAsPj4eLy8vvfNs3LiRpKQkvU1Y4uLiUBRFLxbg1KlTvPDCC3h7e7N9+3Y0mjJMTBgGFN0HWj/9MhzaRFPUMoj33rpXvfURQjx2JkyYwIQJ+muqnjlzhqcqYRcmVVUZPnw4Z8+eZf78+TRp0oQ1a9bg4+PDmTNnaNOmTbH5U1JS6Nu3L40bN2bFihWkp6cTFhbGjz/+SHx8PKamhbeIISEhhIaG8uqrr9K9e3f27dvHxIkT0Wg0+Pv7A3Dv3j1eeeUVnnnmGYKCgnB0dCQ2NpbFixdz5MgRDh8+XOHvLAopigIn3wCvCGa+DVOnvkTDhjVdKyFEfVOhac7z5s3jzp07xMXFceHCBVRVZfv27dy9e5fQ0FCsrKz43//938qqqxBl9/10uG/LEM/emCdNYunUZ2u6RkKIOszPz49r164RFRWlTbtx4wa7du1i5MiR2pGFABcvXuTiRf2Nn1588UX2799PSkqKNu3w4cNcuHBBe9MGMGrUKExNTVmzZo1e/k8++QRXV1d69eqlTTt//jy+vr60bt2aL7/8UkaIVCLd3TPnTct7SGVrIetQCiGq1s6dO4mNjeXzzz/nH//4B0FBQXzzzTeYmJiwePHiEvMvW7aMzMxMvvnmG/7+97+zYMECduzYQWJiot6I/NTUVFatWsXMmTNZu3YtgYGB/Oc//6Fv377MmzcPVc1br8/c3JyTJ09y4sQJFi5cSGBgIBs2bGDx4sXExMRw5MiRqroU9UqrnLxN0zraPQOHwul57AaKgnQkCiFqRIU6E48cOcLf/vY3vL29taMcVFXFwsKCefPmMWjQIGbPnl0pFRWirBzOvgNfrocVd3Bt1JQHD2DQoJqulRCiLvPz8+Ppp59m6tSpvPvuu6xdu5YBAwaQm5trsGnZwIEDGTx4sF5aSEgI1tbW+Pj48NFHH/Gvf/0Lf39/unTpwpQpU7Rxrq6uzJ49m48//pj/+Z//YePGjfj6+nLixAnCwsK0uzrevXuXoUOH8tdff/Hyyy+zf/9+tmzZon3FxcVV9SWpm/I38tLpS2TFyLmcnn6aVo1b1UydhBD1xu7du2nWrBljxhRObXVwcMDf3599+/aRnZ1dbP6oqCh8fX1xdS1c8mfQoEF4eHiwY8cObdrevXvJyckhKChIL39QUBDJycnExsYCYGZmRs+ePQ3OM2bMGFRV5fz58+X6nkLfmHv/hfcv8XePldy9C0eP1nSNhBD1WYU6E+/du0fLli0BsLW1RVEUvbVAnnnmGaPTvYQos2Tvws8n5xYdF/837cemPy3i++/h44+rsF5CCKFDo9Fw8OBBxo0bx+rVq5k/fz6Ojo588803tG2rv7yCoijaTr8CzZs35+jRo7i7u7Nw4ULCw8Px9fXl0KFDeqMaAUJDQ1m+fDmHDh3itdde448//mDLli2MGzdOG3Pz5k1SUlLIzc1lwYIFBAQE6L3Wr19fdRejjlnU13C0j6VF4f9/GkXDUy4Vn74ohBAlSUhIoFu3bgbp3t7e3Lt3T7spmDGpqalcv36d7t27G82fkJCg/TkxMREbGxu95TQK4lRV1Ys1pmAd30fXYRTlsOoPRo8G7rjh6WGKjQ2Ym9d0pYQQ9VmF1kxs0aIFycnJeQWZmuLq6kpcXBwvvPACAD/99BOWlo+u2i5EOST3hObxeZ+v56/6v38N+OZ3Hn67EPr+C37y47NlPZg6xo3BI6Bbt7yXEEJUFzs7O9avX19iR93vv/9uNL1du3YcPHiwVOcKDg4mODi4yONubm48fPiwVGWJ4pmamOj8lDcy0cICvpl4CqdGMrVZCFF90tLS6N+/v0F6wUZeqampdOjQoci8urGP5r916xbZ2dmYmZmRlpaGk5NTsecpzsqVK7Gzs+O5554r/gvVR9fbg+NPsOwuvPXIHgNffAWThsEvwxjVvSf7fvwK/u8J+vaF/JnlQghR4yrUmThw4ED27dunXZtjypQp/Otf/+L27dvk5ubyxRdflHnxeiHKRc0fHaKoTPGawvBTYG9fs1USQghRd2h0RpGaZDXhIWBnYYdPG++iMwkhRAlUVSUrK6tUsQVr3mZmZhpd/9bS0hJVVcnMzCyyjIJjReUviDEzMyv2PLplGbN8+XKOHDnC2rVrsbWVBy4GCpbLeJg/vPB2S2h0OS89uXDK+OhGi5k+ZjENJlV/FYUQojgV6kxcsGAB3333HQ8ePMDCwoKQkBBSU1PZtWsXJiYmTJw4kVWrVlVWXUW9pjMVUDXcPtO2gRn/B7y7NO9nR8fqqZUQQoi6zeSeMw+t0/Q2W/n+/wWwLqYRg1sPLianEEKU7NixYwwYMKDEOEVROH/+PB4eHlhZWfHgwQODmPv376MoClZWVkWWU3CsqPy6McWdRzfuUdu3b2fRokVMmzaNGTNmlPDN6jvD+xptmqLSuzc8skqKEEI8Fio8zblFixbany0tLdmwYQMbNmyocMWEAOBWG7D/rcSw+A/eZPPvD1noYzjlQwghhCgvx/hPSPMZlffDgwZgmkWXzhrWdB5dsxUTQtQJnp6eejsoF6dgerGzs7N2urKugjQXF5cSyygqv729vXaNXmdnZ2JiYsp0nq+//prJkyczYsQI1q5dW8I30vEV8OjqWJ3yX3VRweAI9ZEBE4pKC2dr/gB2h8yQjkQhRLEiIyOJjIzUS9Pdx6QqVagzUYiq1vHCVn7s+TQDB8KRe/rHwsJhXkze5ydbNeDdVu9We/2EEELUdXk3eiYaEwi7zsdrarg6Qog6xcnJqczLQnl5eRnd5DIuLg5ra2s8PDyKzOvi4kLTpk05ffq0wbH4+Hi8vLz0zrNx40aSkpL0NmGJi4tDURS9WIBTp07xwgsv4O3tzfbt29FoyrDX5zCg6D7QuuHfF+D1R/+/MRyZePl3UwrW5hVCiOJMmDCBCRMm6KWdOXOGp56q+k0BK7SbsxBVTclfT8SzXWGajU3+u3UNVEgIIUS9Yp0yDL5dwEzvmajZVvxtetHTB4UQojr4+flx7do1oqKitGk3btxg165djBw5UjuyEODixYtcvHhRL/+LL77I/v37SUlJ0aYdPnyYCxcu4O/vr00bNWoUpqamrFmj/xTlk08+wdXVlV69emnTzp8/j6+vL61bt+bLL780utZifbfuY8P244038joTHR3BxMTYlGchhHg8lWlkYvv27VmwYAHjx4/HvJR70T948ICtW7cSFhbGTz/9VK5KCqHRfWqn8zHx1UTMTMwMMwghhBAA9+3AsmzTPYa3Gs1/IzqBzXWmTjbjH//4Fzal+88eIYSocn5+fnzwwQdMnTqVc+fO4eDgwJo1a8jNzWXJkiV6sQMHDkSj0eh1KIaEhLBr1y58fHyYNWsW6enphIeH06VLF6ZMmaKNc3V1Zfbs2YSHh5OVlUWPHj3Ys2cPJ06cYOvWrSj5G1PdvXuXoUOH8tdffzF//nz279+vV4c2bdrQs2dP6jtFMewsdGyqQP4+Nut817H2dBmmhgshRA0q08jEKVOmMHfuXJycnJg8eTJffPEF586d4969wvmnGRkZ/Pjjj0RERPDyyy/j6OjI/Pnz9Rqm6nD16lUWLFjAwIEDsbW1RaPRcOzYsSLjT548SZ8+fbCxscHZ2ZlZs2aRkZFhEJeVlUVwcDCurq5YW1vTs2dPoqOjq63M+kZV80Ym6ra9M2cWfu7SrAvtm7av5loJIYSoNVZfyHu/1aZ08Q/NCB/wCXzzDuz/hLfeAlVmmwkhHiMajYaDBw8ybtw4Vq9ezfz583F0dOSbb76h7SOL7CmKYtCJ1bx5c44ePYq7uzsLFy4kPDwcX19fDh06pDeqESA0NJTly5dz6NAhXnvtNf744w+2bNnCuHHjtDE3b94kJSWF3NxcFixYQEBAgN5r/fr1VXcxarkOHfLeTU0hsFsgp2cYTj8XQojHUZlGJs6fP5+goCA2btxIREQEX3zxhbZxMjXNKyonJwfI6wTq2LEj//znP3nllVewtbWt5KoX7+effyYsLIy2bdvSuXNnYmNji4xNTExk8ODBtG/fnvfff5/k5GTCwsL49ddfOXDggF7s5MmTiYqKYs6cObi7uxMREcHw4cOJiYnRG+pfFWXWF32aDeX41f/VT9T5b6Dx/b1YkQTdXbpXb8WEEELUPgWL299sW7ih14aTMK0XXBwErQ/npe1fC75B8L+rcJrtRJs28NprNVNlIYQoiZ2dHevXry+xo+733383mt6uXTsOHjxYqnMFBwcTHBxc5HE3NzcePnxYqrLqpQcNwSLd6KHnnwdOQ0NrmRYuhKhdyrwBS8OGDZk9ezazZ8/m0qVLnDx5kqSkJG7evAlAkyZN8PT05JlnnqFVq1aVXuHS6t69Ozdv3qRRo0bs3r272M7EkJAQ7O3tOXr0KDb5C/K5ubkxY8YMoqOjGTx4MJC3KPH27dt57733mDNnDgCTJk2iY8eOzJ8/X28h5Koos75QdHoOCx6k6j5P7dKsCzmLcvIWwxdCCCGKZWwNqvy06x0LOxMTXqFDn985dyYQExP49ddqq6AQQoi67OJgaLcHjZFpzgAfD/+YYe7DqrlSQghRMRXazblly5a0bNmykqpSuQo68EqSnp5OdHQ0b7zxhl6egIAA5syZw44dO7Qdf7t27cLU1JTp06dr4ywsLAgMDOStt94iJSUFV1fXKimzXjHSzj46PUM6EoUQQpSKWsoF7R+ac/KfoRzsCXZ2VVslIYQQ9Ynhsk26/tbjb9VYFyGEqBz1fjfns2fPkpOTY7B1tpmZGV5eXiQkJGjTEhMT8fDwoEGDBnqx3t7eqKpKYmJipZZZcLy+UfR6E9WCRBJeTeDEKydqpE5CCCFqq+I6EwsXQ9y9G2xtQWcZMCGEEKLilIK2prA9+vvgUTVTFyGEqCT1vjMxLS0NRVFwdnY2OObs7ExqaqpebFFxgDa2sspUVVUvtq7zv3TDIM3CMu9doyh4NfOi1xP1bw1JIYQQZdPE9Al4mD/5wtjIxPy0rt1UXveexQvtXuCFF6qxgkIIIeq0vs2eM0jTHTDx79FLubvwbnVWSQghKlWt6ExUVZUHDx6U6lVWmZmZQN7U4kdZWlpqjxfEFhWnW1ZVlFmf6Da0ez/yZrD1myzq948arJEQQojaRHcq2YSJeT9061aYtnNnXlrvPvDhcx+w2393dVZPCCFEHffKk4Yb1ri45L03M3dHo2iwMS/dslxCCPE4qtCaidXl2LFjDBgwoMQ4RVE4f/48Hh4epS7bysoKwGhH5P3797XHC2KLitMtqyrKrB9UgxRXFxO+nhdWA3URQghRexX2JmryP9vYAPmbabZokX9QNWx3hBBCiKrQpQvs1JyiX+eWNV0VIYSosFrRmejp6UlERESpYo1NGS4pXlVV0tLSDI6lpaXhUvAICcMpyrpxgDa2Ksos0leA5SNpnfJftY7OeiIf/8hTA6/UaG2EEHVXZGQkkZGReml37typodqIKpG/RpVq5EFVW/u2AEzoNKFaqySEEKJ+0FsD/nYrAMxNzPF7xruGaiSEEJWrVnQmOjk5ERAQUCVld+zYEVNTU06fPo2fn582PTs7m8TERMbprMTu5eVFTEwMd+/e1dswJS4uDkVR8PLyqrIyizQMKKG/sdqE3oTgJmXK4mLhQeqDCwCYqnnff3DzMRz4vQPm5h0qvYpCCAEwYcIEJkzQ70g6c+aMwcZZonZZZHGDdx84PLKRVx7dLsXGVo1RF8uoRCGEEFVDtx2a1nIFcfEvYG9lX4M1EkKIylWpayb+8MMPRtOPHj1KdnZ2ZZ6q0tja2jJ48GA2b95MRkaGNn3Tpk1kZGTg7++vTfPz8yMnJ4f169dr07KysoiIiKBnz564urpWWZm1grFF7kugoMBvQwBo7mQFS1Rebh+IjQ2YmVV2BYUQQtRlltgapGmUsrdNQggh6rk/epcv34l5hZ8zG9Mm4yU+/cSCswf6Vk69hBDiMVGpIxM/+ugjbafY9OnTuXr1KtOmTWPAgAFs3bqVyZMnV+bpSrR06VIUReHcuXOoqsqmTZv49ttvAXjrrbe0ccuWLaN3797069ePGTNmcOXKFVatWsXQoUMZMmSINs7b25uxY8eycOFCrl27hru7OxEREVy+fJnPPvtM79xVUebjL/+G7b4t5JqC9S34diH0/VeROZ5rGsSGyBlgdZt3/oQ+faBly+qprRBCiLpFMfKMVLcvcc+4PSReTazGGgkhhKiVLjwPLU6UPd/NvLX7m9s3hdBbTF1ayfUSQojHRKWOTNQdXTdkyBA++ugjvvvuO3x8fPj6668r81Sl8vbbb/P222+zfft2FEXhs88+4+2332bx4sV6cV27diU6Ohpra2vmzp3Lhg0bmD59Ojt37jQo84svvmD27Nls3ryZWbNm8fDhQw4cOEDv3r2rvMzH1uU+ee/GRiYefTvv/c4ThWmfxtFS6Qsf/8gop1mQYwXpLlhYwIgRVV9dIYQQdZWS/7+F7VEb97x3UxMY7TmaJT5LaqBeQgghaq2vV5QqzOL+E3AmENacZWBnT+LiYMGCKq6bEELUkHKNTJwyZQqOjo40b96c9u3bM3jwYIOYPn368PPPP7N06VLeffddHj58WOHKllVubm6pY3v16qUdtVgcc3NzQkNDCQ0NrZEyH2+K4Wc1v7/6bjOwy99QJeVpppkc4x9/5v149izYGs5ME0IIIcrE2FqJb8wyZ0ko9G4t62EKIYQowdb/wMSRxo9ti4LxL+R9vvEkOPwMP7zEktc8WfK3jnR3fI7z9gq3rncE4Omnq6nOQghRA8rVmRgZGcm2bdvo168fOTk5esc2btzInTt3GDduHAMGDABAURRMTWvFXi+iIoyNTCxiHcVnn4V//AM6d4YWLaq4XkIIIeq2Pz2haRJK/pzmvPe8DVYaWFrx2+u/4WbnVoMVFEIIUesphRt3WV7rz32Hn+F4MCHbOrEkCTRN4YcfIDW1BusohBDVpFw9fL1792bMmDFGjwUGBnLr1i1WrFjBTz/9RGBgYJGxoq4x1plYMJNexVHjyfXcJDQa6NEDVNlIUwghRFW53Qaa/AJA68ata7gyQgghahVF90almI28FBVN/u3O88+Dq2veSwgh6rpyrZno7Oys/fzll19y7NgxsrKytGn29vasXLkSPz8//Pz8Kl5L8dgZ4OhvkPbiCzoNrfrINGdg57ATxAf8xF9/VXXthBBC1CqnZ1Qsv2L4dOrs3G85OLbkpUaEEEKIsjLJcMn7kG2FiQncvQvz59dsnYQQojqVqzPRxMRE+3nQoEHExcVhZ2fH6NGjWbVqlfbYlClTaCFzWOukgJZvGaT175/XgWhpWZj2xx95aU91V+nXw54erdrRsGG1VFEIIURtYaQzsCQdGwwo8lh7m350bOnEsPZ9KlIrIYQQ9YxTs/wPRpdqKmyreqshbH7uAEd2tQXAxgaUYgYwCiFEXVPh3Zytra2ZP38+nTp1YteuXcydO1fveJcuXSp6ClFLFK5VVZj2RP4mzuYm5jVQIyGEEI+tuFmGaWt+KHX2N922F/6QPwr+xRfBYs1lPvdbX9HaCSGEqCdebPuSQdry5To/5Hcs+vgUJu3eYcZL3sMZUCQq558AACAASURBVPRzLSGEqNPK1Zn4ww8/cObMGVSdRe/atWtndJOVhjIMrY4yfPSm/zSu8IcPh33Idr/tBvFCCCHqsSvPFH/8oVnxx/Nv7jSYQuQ+OLQSd3e4f60FT7jIAywhhBCV6++vFd77NmhQgxURQojHQLk7E3v06EGTJk0YOXIkq1at4i9ZCK/eU3Q6EB0cCtNff/p1nrB7ogZqJIQQ1e/OnTvMmDEDR0dHGjRowMCBA0lISCh1/qSkJIYNG0bDhg1p0qQJAQEB3LhxwyBOVVVWrlxJ69atsbKyokuXLmzbtq3YsnNycmjfvj0ajUZvWZIaZ2w6WfLTee/fLjSaxUJjA/s2MsvyDA2z22L747wqrKAQQoi6SndAhLGpyo0a5SWqqsqMbjNYOmBpNdVMCCEeX+XqTOzfvz9Hjhxhzpw5PHjwgCVLlvDll19ia2vL4MGDWbRoEV999RW3b9/WG70o6oBrHQH9jsMCik7r29iqUbVVSQghHheqqjJ8+HC2bdvG66+/TlhYGH/++Sc+Pj789ttvJeZPSUmhb9++XLx4kRUrVjBv3jwOHDjAs88+S05Ojl5sSEgICxYsYOjQoXz00Ue4ubkxceJEduzYUWT5//73v7ly5Yre3+vHV34dj+Wv0Ztjzsir38G3C2DpPSw0VpDwCs6aTly/Dtev11xNhRBC1F4ltYkzXys8vm7EOt7qZ7h2vBBC1DeG85JLYfz48fTv35/+/fsDkJubS0JCAsePH+fbb7/l008/ZdmyZSiKgomJCZs3b67USosy+mEidN5aOWWlPA1OP2Ksj9jCvLCh/XrS1xz/43jlnFMIIWqJnTt3Ehsby+7duxkzZgwAY8eOxcPDg8WLF5fYHi5btozMzEwSExNxdXUFoEePHgwZMoSIiAimTZsGQGpqKqtWrWLmzJl8+OGHAAQGBtK/f3/mzZvH2LFjDW6Orl+/zrvvvsuCBQtYtGhRZX/1MpszF96/UprI/O+Ra4ZDVnc43B0AL6+85AED9Df+EkIIIcrLWLeinV21V0MIIR575RqZ+Oqrr+oXotHw1FNPMWvWLHbt2sXVq1dJSkrik08+oUmTJpVSUVEB93TmHD8sV/9xqYwfl9f8mpmDWyM3XupsuJixEELUZbt376ZZs2bajkQABwcH/P392bdvH9nZ2cXmj4qKwtfXV9uRCDBo0CA8PDz0Rhzu3buXnJwcgoKC9PIHBQWRnJxMbGysQdkLFiygXbt2vPRSDf9tvtITgCefLCGuYOqzzhRo3f7RVq1AVaF790qunxBCiHqh3w8/A4/MuDLSmzi87XAAejbvWR3VEkKIWqHCuzkXxcPDg+nTp9O3b9+qOoUojy8/rWABeUMSjc0GMM8fmTi2/dgKnkMIIWqnhIQEunXrZpDu7e3NvXv3uHDhQpF5U1NTuX79Ot2N9I55e3vrrbuYmJiIjY0Nnp6eBnGqqhqs0RgfH8+mTZv44IMPan6K8095bYT+zVtxS6Lkx13tQrNm8PPP8N13VVc9IYQQ9UXpluNq17Qd6mJV1oAXQggdVdaZWGDePFkQvebp3LAZW+S+BK4NWugUld+ZaGzNRBQyQjJY57uuzOcQQoi6IC0tDWdnZ4P0grTU1NRi8+rGPpr/1q1b2pGNaWlpODk5lfo8M2fOZMKECXh7e5fym9SMFaGFnzt3yXvv2RN++J8f2D7yv7z9Nnh4yGhEIYSo1/70LDmmDIzd1wghhChelXcm9ujRo6pPIcqiYPTHr8+WOss7vT4wLEZnZIvv0x21n63NrDHRmJS/fkII8ZhQVZUHDx6U6lUgMzMTCwsLg7IsLS1RVZXMzMwiz1dwrKj8ujHFnUc3DuCzzz7j3LlzhIaGGsTXJL0BkvkPunT7URvn7575zTfQyakT/qPsMDevxgoKIYR4vK38s0qL/8/4/7Bn3J4qPYcQQtRWVd6ZKGqO3bFiRgief6HU5ZT0tG5X4AckvpoonYhCiDrl2LFjWFlZlfiytrbWTl+2srLS61wscP/+fRRFwcrKqsjzFRwrKr9uTHHn0Y1LT08nJCSE+fPn4+LiUpavXyN0WxszEzMgr1NXCCGEMPDAtsxZLDXW2s8FzYtuK9OpU+HnEU+OYLTn6HJWTggh6raq241D1DhXs07cKU1g8tPQ/FSRh/XX18prbhs1yvupp9UkLEwt6NKsS7nrKYQQjyNPT08iIiJKFVswvdjZ2Vk7XVlXQVpxHXoFZRSV397eHjMzM21sTExMiecJCwsjOzsbf39/Ll++DMCVK3lbKN++fZvLly/j4uKiLdeor4CHjmBzvTCtU/6rlN545k3eiw3P/6notXc92wFxeZ8jRkWw+YfNWJkV3QErhBCPq8jISCIjI/XS7twp1X+Zi9Iqx/JNbRp25tyduIICDI6vXexFm49gqPvQClZOCCHqNulMrA/UEtZMvNS/2M5EvTw387bf7NrelrMNVDp0qKQ6CiHEY8bJyYmAgIAy5fHy8uL48eMG6XFxcVhbW+Ph4VFkXhcXF5o2bcrp06cNjsXHx+Pl5aV3no0bN5KUlKS3CUtcXByKotC1a1cgr+Pw9u3btG/fXq88RVFYtmwZy5cvJyEhgc6dOxf9pYYBd7uDx3+LjilBI0s7nZMXvfaupc7MbVdbV4L7BJf7nEIIUZMmTJjAhAkT9NLOnDnDU089VUM1quXi/w7eHz+SmN+O3GoN9hdLVYxu26Pkt0canadbrZs8gbpYRsQLIURJ6uw056tXr7JgwQIGDhyIra0tGo2GY8eOGY318fFBo9EYvIYPH24Qm5WVRXBwMK6urlhbW9OzZ0+io6ONlnvy5En69OmDjY0Nzs7OzJo1i4yMjAqVWR7TppcUkd+ARnyjTWl4eTzs2AmAs40r3LelafogODEPPkmguW1zOnY0PrJECCHqKz8/P65du0ZUVJQ27caNG+zatYuRI0fqjQC8ePEiFy/q3/y8+OKL7N+/n5SUFG3a4cOHuXDhAv7+/tq0UaNGYWpqypo1a/Tyf/LJJ7i6uvLMM88AMGvWLPbs2cPevXu1r/Xr16OqKlOnTmXv3r20atWqUq+BMUY37ZIGRAghRCmtD1hgmGhskER6s2LLMdb2KChweClPPni5vNUTQoh6p86OTPz5558JCwujbdu2dO7cmdjY2CJjFUXhiSeeYMWKFXprMxmbjjZ58mSioqKYM2cO7u7uREREMHz4cGJiYujVq5c2LjExkcGDB9O+fXvef/99kpOTCQsL49dff+XAgQPlKrOsCtpKcwudp2tKcU/aCo+5xkaSlAR8dJ7OMzxhxR16j4bl5yAtzavoIoQQoh7z8/Pjgw8+YOrUqZw7dw4HBwfWrFlDbm4uS5Ys0YsdOHAgGo1Gr0MxJCSEXbt24ePjw6xZs0hPTyc8PJwuXbowZcoUbZyrqyuzZ88mPDycrKwsevTowZ49ezhx4gRbt27V3ix5eXnpjWgEtNOdO3TowIgRI8r+JXdvhhfLdsNVUsdhM2e4mv/50MuHcGvkVvZ6CSGEqLP02hHt/YyRtmXNjxDsYJDcMnsYl8y+0nu4ZfawMQCdmnZl67HXK7O6QghR59XZzsTu3btz8+ZNGjVqxO7du4vtTASws7MzmIrwqPj4eLZv3857773HnDlzAJg0aRIdO3Zk/vz5elPbQkJCsLe35+jRo9jY2ADg5ubGjBkziI6OZvDgwWUuszT6OT/HsbSDQOGiwiWO/TDyVE/bXt/wxDp/neKuXaFdu7yXEEIIQxqNhoMHDzJv3jxWr15NZmYm3t7ebNq0ibZt2+rFKopi0MnWvHlzjh49yty5c1m4cCHm5ub4+voSHh5usK5haGgo9vb2rFu3js8//5y2bduyZcsWxo0bV2I9KzQq8K+WpQ61ShtEpvPhEuN8n4cNiXmfh7QZUs6KCSGEqKtK2hBSNxKAm+7Q5Fdt6uh7B/jAzgRnq5b8cMIFOuzEvVkzDr9/iaBZLSq/wkIIUcfV2WnONjY2NCrYJaSUHj58aHQacoFdu3ZhamrK9OmF84YtLCwIDAwkNjZWOy0tPT2d6OhoJk2apO1IBAgICMDGxoYdO3aUuczSMjp0XyfNysrwuKbgt0BR+Xbqt7A6CUUBh/yHenZ28Ouv8NZbZaqKEELUS3Z2dqxfv57r16+Tnp7O4cOHtWsY6vr999/57bffDNLbtWvHwYMHSU9P5+bNm3z++ec0bdrU6LmCg4O5ePEimZmZ/PDDD4wfP77E+rm5ufHw4UPmzp1b9i9XRo0vzDKSargByySvlwBoYSc3dEIIIYwwtga8sWnOBWm33AvTlt1FQQMR3xDcfh3s3A7/zOH99+HrXW40aiTLbgghRFnV2c7Esrpw4QI2NjY0bNgQZ2dn3n77bXJycvRiEhMT8fDwoEGDBnrp3t7eqKpKYmLesIqzZ8+Sk5NjsMCymZkZXl5eJCQklKrMguMVZax5XPtJ4ef+/Qsj+rToAzefxMcHvvsODuYNcqRNGzAxqXBVhBBC1BWxc0oMKVg6xOhmK5aFaf3c+qEuVrHT3ahFCCGEKFYpOwGz8wd3XPLBytQGUHB1McHKCvIniwkhhCijOjvNuSzc3d0ZOHAgnTp1IiMjg127drF06VJ++eUXIiMjtXFpaWk4Ozsb5C9IS01N1cYpilJkrO7U5eLKVFVVW2Z5GJvFpjzyDtCzJ3xzHD76WM2vU96oRFNTaNmy3KcXQghRJ5V9BIexUfPmZvCc+3N4NCl6h2shhBD1XNIo8NxntOlZvhxCsorOutglnn+u/gUoXP4J4NIlsLWt3GoKIUR9UytGJqqqyoMHD0r1Ko9PP/2URYsWMXr0aF566SX27NnD9OnT2bFjB/Hx8dq4zMxMLCwsDPJbWlpqj+u+FxVbcLwsZZZk1JXzwKOjP0q3aOKcnnOY2Gki04b0AaBZs7yORCGEEKJUojZpP/Zy6V9sqHVu3uZmDtYO/Pel//LBsA+qtGpCCFEX3blzhxkzZuDo6EiDBg0YOHCg3uynkiQlJTFs2DAaNmxIkyZNCAgI4MaNGwZxqqqycuVKWrdujZWVFV26dGHbtm3Flp2Tk0P79u3RaDSsWrWqzN/NGGMj3AueU9k0QGfKc/67otLaogecnQjAokUwdy706AFubtC4caVUSwgh6q1a0Zl47NgxrKysSnxZW1tz4cKFSjnnG2+8gaqqREdHa9OsrKyMdljev39fe1z3vajYguNlKbMklg8dizym0dv9zPB4U5umbHlhCxamhp2aQgghRH+fUgZe6s+OkV9Bbt5/Xihq3pMpcxNzbcj/98VE3m19lP4ti+90FEIIYZyqqgwfPpxt27bx+uuvExYWxp9//omPj4/RtXgflZKSQt++fbl48SIrVqxg3rx5HDhwgGeffdZgmaeQkBAWLFjA0KFD+eijj3Bzc2PixIl6a8A/6t///jdXrlyp2GZfpVBQvO5qUXFxeYn2TVRGjoQTJyAxEezt4b33ZNkmIYSoLLVi/JmnpycRERGlijU2Zbg8nnjiCQBu3bqlV7axacdpaWkAuLi4aONUVdWmPxpbEFeWMov0FWAJ32a+BFZw1vI7aAt0Mh7erRuUbX9oIYSoeyIjI/WWsYC8UR6iCGpJifl3dOfGYmVmCe+lgvk9rJu2gOh/8be3/sYbgybj/TS4L1b4h3u/aqi0EELUTTt37iQ2Npbdu3czZswYAMaOHYuHhweLFy9m8+bNxeZftmwZmZmZJCYm4urqCkCPHj0YMmQIERERTJs2DchbwmnVqlXMnDmTDz/8EIDAwED69+/PvHnzGDt2rEGH4fXr13n33XdZsGABixYtqoRva7QBMqAoeZFdO1rBXgibPI5GjaBXr0qoghBCCAO1ojPRycmJgICAaj1nwVM93R00vby8iImJ4e7du3obpsTFxaEoCl5eXgB07NgRU1NTTp8+jZ+fnzYuOzubxMRExo0bV+YyizQMcIE+lzazo6UDnV28+SZ1f5HhU6fC8S/zPsdPi9cbLSKEEPXFhAkTmDBhgl7amTNnDDbOEoaefFLh50cTr+TfrV3yyXvPcEK5BzQBji/A0hT2bLWUmzohhKgEu3fvplmzZtqORAAHBwf8/f3ZsmUL2dnZmJmZFZk/KioKX19fbUciwKBBg/Dw8GDHjh3azsS9e/eSk5NDUFCQXv6goCBeeuklYmNj6fXIH/YFCxbQrl07XnrppXJ3Jn7WP4apR3300oqb5qzL3MQcdXHpOiCFEEKUX62Y5lyV0tPTycoyXLl36dKlKIrC0KFDtWl+fn7k5OSwfv16bVpWVhYRERH07NlT2yDb2toyePBgNm/eTEZGhjZ206ZNZGRk4O/vX+YyS5a/Y6ZS/JqJJjr/j/dw7UGXZl1KWb4QQggBDk3y3lu30blZu92aYXEq/NlB7+Zu8WKwy9+gefRocCx6RQ4hhBCllJCQQLdu3QzSvb29uXfvXrHLPqWmpnL9+nW6d+9uNL/uuouJiYnY2Njg6elpEKeqqsEajfHx8WzatIkPPvig0qc4q9I/KIQQj5VaMTKxvAo6BM+dO4eqqmzatIlvv/0WgLfeegvIG4lSMELF3d2dzMxMoqKiiI2N5dVXX9UbGejt7c3YsWNZuHAh165dw93dnYiICC5fvsxnn32md+5ly5bRu3dv+vXrx4wZM7hy5QqrVq1i6NChDBkypFxllpfumolj2o1hT9IexnUcV0wOIYQQwrhFixSG7YIRI+DDU3lphw9DcjJ89RVYW8OMGTBqFAwfDi+/XLP1FUKIuiYtLY3+/Q3XnS1Y7ik1NZUOHToUmVc39tH8t27d0o5sTEtLw8nJqdjz6Jo5cyYTJkzA29uby5cvl+1L6TA2CtGYV16B4I/B2goW9VzEO8feKfc5hRBClE2d7kx8++23tU/FFEXRds4piqLtTHRzc6Nfv37s3buXq1evotFoaNeuHevWrdMO8df1xRdfsGjRIjZv3szt27fp3LkzBw4coHfv3npxXbt2JTo6muDgYObOnUvDhg2ZPn06y5cvL3eZxSvd4zpbC1v2jt9bhnKFEELUd7otTMFIQ1VVebnzy1z66xIDB+alFaxIsm5dtVZPCCFqLVVVjc6SMsbCIm+zxMzMTO1nXZaWlqiqSmZmZpFlFBwrKn9BjJmZWbHn0S0L4LPPPuPcuXPs2bOnVN+l1JSC2VeGhxwc8kM08M8B/+SfA/5ZuecWQghRpDrdmZibm1tiTMuWLdm2bVupyzQ3Nyc0NJTQ0NASY3v16qUdCVlZZRr4yw1cCp/86T7J8+5hwjny1g45//fz3M+5X/byhRBCCB267cwXY76owZoIIUTtd+zYMQYMGFBinKIonD9/Hg8PD6ysrHjw4IFBzP3791EUBSsrqyLLKThWVH7dmOLOoxuXnp5OSEgI8+fPL3nzyOKcfAN6vWd8ZGIx06ZbNWpV/nMKIYQolzrdmVgv/GcjfNsI02fzNm8Z1HwUh0/eArfjfLr4aZ44soJ5/f5OA/MGJRQkhBBClKyhRUMAXBpW4IZRCCEEAJ6enkRERJQqtmB6sbOzs3a6sq6CtOI69ArKKCq/vb29dvMWZ2dnYmJiSjxPWFgY2dnZ+Pv7a6c3X7lyBYDbt29z+fJlXFxcit0Uhq+AzD1wCT44tBBuAJ0AI3tFurhCav5gzqNTjtLZqXPR5QohRB0WGRlJZGSkXtqdO3eq5dzSmVjb3W8Mad0wVYElKn4X4OTNAIY9nYOJicI/hwTXdA2FEELUIe2btufrSV/j09KnpqsihBC1npOTEwEFa0SUkpeXF8ePHzdIj4uLw9raGg8PjyLzuri40LRpU06fPm1wLD4+Xm+9eC8vLzZu3EhSUpLeJixxcXEoikLXrl2BvI7D27dv0759e73yFEVh2bJlLF++nISEBDp3LqbTbxhwaQz0eo85PisIiOmbl/6z4VJOg9t5s+n/SwKgn1u/ossUQog6rmD/D11nzpzhqaeeqvJz1/vdnOuKwMC8dxcX+HKfKX9/1bJmKySEEKLOsLICjyaFN6eDWw/GVCPPI4UQoib4+flx7do1oqKitGk3btxg165djBw5Um8E4MWLF7l48aJe/hdffJH9+/eTkpKiTTt8+DAXLlzA399fmzZq1ChMTU1Zs2aNXv5PPvkEV1dXnnnmGQBmzZrFnj172Lt3r/a1fv16VFVl6tSp7N27l1atip+K3C5xP6gFt6aGU5qfbJuXZmXSgPW+6/ll5i/FlieEEKJqyZ1ALbdjB/TsCU88AWrp9mARQgghysTe2o6d/qe5m3W3pqsihBD1np+fHx988AFTp07l3LlzODg4sGbNGnJzc1myZIle7MCBA9FoNHodiiEhIezatQsfHx9mzZpFeno64eHhdOnShSlTpmjjXF1dmT17NuHh4WRlZdGjRw/27NnDiRMn2Lp1q3ajSy8vL70RjYB2unOHDh0YMWJEid/JMtsZjr0FD83xejGvk9I2253/S34GntxPp3aWRGp28pRrFyxMLXC3dy/PpRNCCFFJpDOxlmvTJq8jUQghhKgK7wx4h5nPz6ShRUPteolCCCFqjkaj4eDBg8ybN4/Vq1eTmZmJt7c3mzZtom3btnqxiqJoO/0KNG/enKNHjzJ37lwWLlyIubk5vr6+hIeHG6xrGBoair29PevWrePzzz+nbdu2bNmyhXHjxpVYz0fPW6IHdnBkKRoFCE9j9AQbrDvakHgygIYWDRnf2a9s5QkhhKgy0pkohBBCiCI97/E8jSwb1XQ1hBBC6LCzs2P9+vWsX7++2Ljff//daHq7du04ePBgqc4VHBxMcHDZ1mF3c3Pj4cOHZcpToGlT4G4zBvWBvOUkm5erHCGEEFVHOhOFEEIIIYQQQtSYd94BjQbi48HREe7cAVvbmq6VEEKIokhnohBCCCGEEEKIGuPiAt26wfDheT9LR6IQQjzeZDdnIYQQQgghhBBCCCFEqUhnohBCCCGEEEIIIYQQolSkM1EIIYQQQgghhBBCCFEq0pkohBBCCCGEEEIIIYQoFelMFEIIIYQQQgghhBBClIp0JgohhBBCCCGEEEIIIUpFOhOFEEIIIYQQQgghhBClIp2JQgghhBBCCCGEEEKIUqmznYlHjhwhMDCQJ598EhsbG9q0acP06dO5evWq0fiTJ0/Sp08fbGxscHZ2ZtasWWRkZBjEZWVlERwcjKurK9bW1vTs2ZPo6OhqK1MIIcTj7c6dO8yYMQNHR0caNGjAwIEDSUhIKHX+pKQkhg0bRsOGDWnSpAkBAQHcuHHDIE5VVVauXEnr1q2xsrKiS5cubNu2zWiZqqqydu1aunbtirW1NQ4ODgwaNIizZ8+W+3sKIYQQQggh6ifTmq5AVQkODub27duMHTuWtm3bcvHiRVavXs2BAwdITEzE0dFRG5uYmMjgwYNp374977//PsnJyYSFhfHrr79y4MABvXInT55MVFQUc+bMwd3dnYiICIYPH05MTAy9evWq0jKFEEI83lRVZfjw4Zw9e5b58+fTpEkT1qxZg4+PD2fOnKFNmzbF5k9JSaFv3740btyYFStWkJ6eTlhYGD/++CPx8fGYmhY22yEhIYSGhvLqq6/SvXt39u3bx8SJE9FoNPj7++uVO3XqVCIjIwkICGDmzJlkZGSQkJDA9evXq+Q6CCGEEEIIIeowtY769ttvDdKOHTumKoqiLlq0SC/9ueeeU11dXdW7d+9q0zZs2KBqNBr166+/1qadOnVKVRRFXbVqlTbt/v37qru7u9q7d+8qL1PX999/rwLq999/X9xlqFe2bt1a01V47Mg10SfXw5Bck0KV8Xd1+/btqqIoalRUlDbtzz//VBs3bqy+9NJLJeYPCgpSbWxs1OTkZG1adHS0qiiK+umnn2rTUlJSVHNzc/X111/Xy9+vXz+1RYsWam5urkGd9u3bV6bvIu2McfJvRp9cD31yPQzJNSkkf1cNyTUxJP9m9Mn1MCTXRJ9cD33V9Xe1zk5z7tOnj0Fa3759sbe35/z589q09PR0oqOjmTRpEjY2Ntr0gIAAbGxs2LFjhzZt165dmJqaMn36dG2ahYUFgYGBxMbGkpKSUmVlipJFRkbWdBUeO3JN9Mn1MCTXpHLt3r2bZs2aMWbMGG2ag4MD/v7+7Nu3j+zs7GLzR0VF4evri6urqzZt0KBBeHh46LUde/fuJScnh6CgIL38QUFBJCcnExsbq017//33efrppxk5ciSqqnLv3r2Kfs16Tf7N6JProU+uhyG5JkKUjfyb0SfXw5BcE31yPWpGne1MNCYjI4O7d+/i4OCgTTt79iw5OTk89dRTerFmZmZ4eXnprXOVmJiIh4cHDRo00Iv19vZGVVUSExMrtcyC40IIIWqHhIQEunXrZpDu7e3NvXv3uHDhQpF5U1NTuX79Ot27dzea/9G2w8bGBk9PT4M4VVW1senp6cTHx9OjRw/eeust7OzsaNCgAW3atGHnzp3l/ZpCCCGEEEKIeqxedSa+//77ZGdnM378eG1aWloaiqLg7OxsEO/s7ExqaqpebFFxgDa2sspUVVUvVgghxOOttO1EUXl1Yx/Nf+vWLe3IxrS0NJycnEo8z2+//YaqqkRGRvLZZ58RHh7O1q1bcXR0ZPz48Rw6dKiM31AIIYQQQghR39WKDVhUVSUrK6tUsRYWFkbTjx07xjvvvMO4cePo37+/Nj0zM7PIfJaWltrjBbFFxemWVRVlCiGEqF7laXuK+5uuqmqxf9NLajsKYszMzErddty9exeAW7ducerUKe2oxxEjRtCqVSuWLl3Ks88+W6rvKIQQQgghhBBQSzoTjx07xoABA0qMUxSF8+fP4+HhoZeelJTECy+8QOfOnfn000/1jllZWQHw4MEDg/Lu37+vPV4QW1ScbllVUeajCm4Uddd/rO/u3LnDmTNnaroajxW5JvrkehiSa1Ko4O9pqbmIfQAAElhJREFUwd/X8rQ9xf1NVxSlyL/pUHLboRtT1vaoVatWetOnbWxsGDFiBFu2bCE3NxeNxnCigrQzxsm/GX1yPfTJ9TAk16TQo+2MkLbGGPk3o0+uhyG5JvrkeuirrramVnQmenp6EhERUarYR6eHXblyhWeffZbGjRtz4MABvQ1RCuJVVdVOL9OVlpaGi4uLXqyxKWoFeQtiq6LMR126dAmAl19+2ejx+urRdSqFXJNHyfUwJNdE36VLl+jdu3e52h5nZ+ci//ZD0X/TdcsoKr+9vT1mZmba2JiYmBLPU/BubEq0o6Mj2dnZZGRk0LBhQ4Pj0s4UTf7N6JProU+uhyG5JvoK2hkhbU1R5N+MPrkehuSa6JPrYaiq25pa0Zno5OREQEBAmfPdunWLZ599lpycHGJiYozeTHXs2BFTU1NOnz6Nn5+fNj07O5vExETGjRunTfPy8iImJoa7d+/qbZgSFxeHoih4eXlVWZmPGjp0KJs3b6Zly5bFjnQRQghROpmZmVy6dImhQ4cC5Wt7vLy8OH78uEF6XFwc1tbWBiPndbm4uNC0aVNOnz5tcCw+Pl6vPfDy8mLjxo0kJSXpbcLyaNvh7OxMs2bNSElJMSgzJSUFS0tLox2JIO2MEEJUtkfbGSFtjRBCVLZqa2vUOiojI0P19vZW7ezs1ISEhGJjn3vuOdXV1VW9e/euNm3Dhg2qRqNRDx06pE07deqUqiiK+t5772nTHjx4oLZt21bt1atXlZcphBDi8bZ9+3ZVo9Gou3fv1qb9+eefauPGjdWJEyfqxf7222/qb7/9ppcWFBSk2tjYqMnJydq06OhoVVEUdf369dq05ORk1dzcXJ05c6Ze/r59+6pPPPGEmpubq02bPXu2qtFo1OjoaL062dnZqSNGjKjYFxZCCCGEEELUO4qqqmrVdlfWjNGjR/Of//yHwMBAfHx89I41aNCAUaNGaX9OSEigd+/etGvXjhkzZnDlyhVWrVqFj48P//3vf/Xyjhs3jr179zJ79mzc3d2JiIjg9OnTHDlyRG8IaVWUKYQQ4vGWm5tLnz59OHfuHG+++SYODg6sWbOGK1eu8N1339G2bVttbMuWLdFoNFy8eFGblpycTLdu3bCzs2PWrFmkp6cTHh5OixYtiI+P105zBggODiY8PJzp06fTo0cP9uzZw8GDB9m6daveCPjr16/TtWtXMjIymDNnDra2tqxbt47k5GTi4uLo2LFj9VwcIYQQQgghRJ1QZzsTW7VqxR9//GH0mJubm97NG8DJkycJDg7mzJkzNGzYkHHjxrF8+XKDNRazsrJYtGgRmzdv5vbt23Tu3JmlS5cyePBgg/NURZlCCCEeb3fu3GHevHns3buXzMxMvL29CQ8Pp2vXrnpxrVq1QqPR8Ntvv+mlnz9/nrlz53L8+HHMzc3x9fUlPDycpk2bGpwrNDSUdevWkZaWRtu2bQkJCWH8+PEGcZcuXeLNN9/k8OHDZGdn06tXL1asWEG3bt0q98sLIYQQQggh6rw625kohBBCCCGEEEIIIYSoXJqaroAQQgghhBBCCCGEEKJ2kM7EWiYrK4vg4GBcXV2xtramZ8+eREdH13S1qtzRo0fRaDQGLxMTE+Lj4/ViT548SZ8+fbCxscHZ2ZlZs2aRkZFRQzWvHBkZGSxevJjnnnuOJk2aoNFo2LRpk9HYpKQkhg0bRsOGDWnSpAkBAQHcuHHDIE5VVVauXEnr1q2xsrKiS5cubNu2raq/SqUo7fWYOnWq0d+b9u3bG8TW5utx+vRpXnvtNTp27EiDBg1wc3Nj3Lhx/PLLLwax9eH3o7TXo778fpSVtDPSzkg7k0famkLSzhiStqb86ms7A/W7rZF2xpC0M/qkrdH3uLczpuXKJWrM5MmTiYqKYs6cOdrNWoYPH05MTAy9evWq6epVudmzZ9O9e3e9NHd3d+3nxMREBg8eTPv27Xn//fdJTk4mLCyMX3/9lQMHDlR3dSvNjRs3ePfdd3Fzc8PLy4uYmBijcSkpKfTt25fGjRuzYsUK0tPTCQsL48cffyQ+Ph5T08J/8iEhIYSGhvLqq6/SvXt39u3bx8SJE9FoNPj7+1fTNyuf0l4PAEtLSzZu3Ijuig52dnYGcbX5eoSGhnLy5EnGjh1L586duXr1KqtXr6Zbt26cOnVK25DUl9+P0l4PqB+/H2Ul7Yy0M9LO5JG2ppC0M4akrSm/+t7OQP1sa6SdMSTtjD5pa/Q99u1M9W0cLSrq1KlTqqIo6qpVq7Rp9+/fV93d3dXevXvXYM2qXkxMjKooirp79+5i45577jnV1dVVvXv3rjZtw4YNqkajUb/++uuqrmaVycrKUq9du6aqqqqePn1aVRRF/fzzzw3igoKCVBsbGzU5OVmbFh0drSqKon766afatJSUFNXc3Fx9/fXX9fL369dPbdGihZqbm1tF36RylPZ6TJkyRW3YsGGJ5dX26xEbG6tmZ2frpf3yyy+qpaWlOmnSJG1affn9KO31qC+/H2Uh7Yy0M6oq7UwBaWsKSTtjSNqa8qnP7Yyq1u+2RtoZQ9LO6JO2Rt/j3s7INOdaZNeuXZiamjJ9+nRtmoWFBYGBgcTGxpKSklKDtas+d+/e5eHDhwbp6enpREdHM2nSJL0dswMCArCxsWHHjh3VWc1KZWZmhqOjY4lxUVFR+Pr64urqqk0bNGgQHh4eet9/79695OTkEBQUpJc/KCiI5ORkYmNjK6/yVaC016NAbm4u6enpRR6v7dejZ8+eek/gIO/pdocOHTh//rw2rb78fpT2ehSo678fZSHtTB5pZ4pWX/6OgLQ1uqSdMSRtTflIO1OovrU10s4Yknbm/2/vXkKjOv8wjj8zNeNER6smXpIotBhveIu2XpKoBKE0VUmRWkWEqF0IBW9VFJQuXFRaIbqRdqGCCl4WCqJSjTbQgg5tRWuoGkSShRiNsSGVGC9R6/tfBE88nkxyEv8nk5zz/UAWec+b4X1/vLwP/JKZ2JE1dt09Z2gm9iDl5eUaPXq0YrGYbXz69OnWc79buXKl+vfvr2g0qrlz5+rKlSvWs2vXrunly5f66KOPbD+TkpKinJwcXb16tauX26Xu3bunBw8eON4yITWfkTf3X15err59+2rs2LGOecYYX9XqyZMn6t+/v95//32lpaVp9erVjs+b8Ws9amtrlZ6eLonzIdnr8VqQz0dryBlypi3cI4kF9S4hZ5zImraRM83ImtZxjyQW5HuErLHrLjnDZyb2IDU1NcrIyHCMZ2RkyBije/fuJWFVXSMSiWjRokWaN2+e0tPTVVFRoZKSEs2ePVu///67Jk+erJqaGoVCoYQ1unjxYhJW3nVqamokKeH+6+vr9eLFC6WkpKimpkZDhw5tdZ4k35ylzMxMbd68WVOnTtWrV69UWlqqn376SX///bd+++03hcPNv0/xYz0OHTqku3fv6rvvvpPE+Xi7HlKwz0ci5Aw505ag3yOJBPUuIWecyJr2BTlnJLKmPdwjrQvyPULW2HWnnKGZ2IM8ffpUvXv3doxHo1HruV/l5uYqNzfX+n7BggX64osvNGnSJG3ZskVnzpyx9p+oRn6uj6R29/96TkpKSmDO0vbt223fL168WKNGjdK3336r48ePWx8y67d63Lx5U6tXr1Z+fr6Ki4slBft8tFYPKbjnoy1B2uvbyJn2BfkeaUsQ7xJyxomscSco+0yErGlb0O+RRIJ6j5A1dt0tZ3ibcw+SmpqqpqYmx/izZ8+s50EycuRIff755/r1119ljLH2n6hGfq9Pe/t/c06Qz9I333yjUCiksrIya8xP9aitrdX8+fM1cOBAHTt2TKFQSFJwz0eieiTi9/PRniDt1Q1yxi6o90hn+PkuIWecyBr3grLPjiBrWgT5Hukov98jZI1dd8wZmok9SEZGhvVnvW96PZaZmdnVS0q6ESNG6Pnz53r8+LH19ohENfJ7fV7/eXKi/Q8aNEgpKSnW3Pv377c6T/L3WYpGo0pLS1N9fb015pd6NDQ0qLCwUA0NDSotLdWwYcOsZ0E8H23VIxE/nw83yBkncqZFEO+RzvLrXULOOJE1HUPOtI6saRbUe6Qz/HyPkDV23TVnaCb2IDk5Obp165YaGxtt43/88YdCoZBycnKStLLkqaqqUjQaVSwW04QJE9SrVy9dvnzZNufFixcqLy/3fX0yMzM1ePBgx/4l6dKlS7b95+Tk6MmTJ7p586ZtXhDOUmNjo+rq6jR48GBrzA/1aGpq0oIFC1RZWamff/5ZY8aMsT0P2vlorx6J+PV8uEXOOJEzLYJ2j7wLP94l5IwTWdNx5EzryJpmQbxHOsuv9whZY9etc8agx/jzzz9NKBQyO3futMaamprMqFGjTF5eXhJX5r1//vnHMVZeXm4ikYhZuHChNfbZZ5+ZrKws09jYaI3t27fPhMNhc/78+S5Zq9cuX75sQqGQOXjwoOPZ119/bfr27Wuqq6utsbKyMhMKhcyePXusserqahOJRMyaNWtsPz979mwzYsQI8+rVK+828H+WqB7Pnj0zjx49cszftGmTCYfD5uTJk9ZYT6/Hf//9Z4qKikwkEjGlpaUJ5wXlfLipR5DOR0eQM3bkDDnzWtCzhpxxIms6J8g5YwxZ8xo54xT0nDGGrHlbd88Z/gFLDzJ9+nR9+eWX2rJli2pra5Wdna0DBw7o9u3b2r9/f7KX56klS5YoNTVVeXl5GjJkiG7cuKG9e/cqFovp+++/t+Zt375d+fn5mjNnjlatWqU7d+5o165d+vTTT/XJJ58kcQfv7scff9TDhw919+5dSdKpU6d0584dSdLatWvVr18/bd26VcePH1dBQYHWrVunR48eqaSkRJMnT9aKFSus18rKytL69etVUlKi58+fa9q0aTpx4oTi8biOHDnS7mcwdAft1aO+vl5TpkzR0qVLNXbsWElSaWmpzp49q3nz5qmoqMh6rZ5ejw0bNuj06dMqKipSXV2dDh8+bHu+bNkySQrM+XBTj/v37wfmfHQEOUPOkDN2ZE0zcsaJrOmcIOeMRNaQM07kTAuyxq7b50yHWo9IuqamJrN582aTmZlpUlNTzYwZM8wvv/yS7GV5bvfu3WbmzJkmPT3dRCIRk5WVZZYvX26qqqocc+PxuJk1a5bp06ePGTp0qFm7dq3tt3o91QcffGDC4XCrX7dv37bmVVRUmMLCQhOLxcygQYNMcXGxefDgQauv+cMPP5gPP/zQRKNRM3HiRHP06NGu2s47a68eDx8+NMXFxWb06NEmFouZ1NRUM3HiRLNjxw7z8uXLVl+zp9ajoKAgYS3C4bBtbhDOh5t6BOl8dBQ5Q86QMy3ImmbkjBNZ03lBzRljyBpyxomcaUHW2HX3nAkZY8w7t0wBAAAAAAAA+B7/gAUAAAAAAACAKzQTAQAAAAAAALhCMxEAAAAAAACAKzQTAQAAAAAAALhCMxEAAAAAAACAKzQTAQAAAAAAALhCMxEAAAAAAACAKzQTAQAAAAAAALhCMxEAAAAAAACAKzQTAQAAAAAAALhCMxEAAAAAAACAKzQTAQAAAAAAALhCMxGA506cOKF///032csAAPgYWQMA8BI5A7QIGWNMshcBwL+ePn2qAQMG6K+//tL48eOTvRwAgA+RNQAAL5EzgB1/mQjAU5cuXVIsFiN0AQCeIWsAAF4iZwA7mokAPBWPx5Wbm5vsZQAAfIysAQB4iZwB7HibMwBPHDx4UGVlZTp37pyys7OVnZ2tr776SgUFBcleGgDAJ8gaAICXyBmgdTQTAXgqLS1Np0+fVl5eXrKXAgDwKbIGAOAlcgaw423OADxz/fp1PX78WB9//HGylwIA8CmyBgDgJXIGcKKZCMAz8XhcU6ZMUSQSSfZSAAA+RdYAALxEzgBONBMBeObChQu8FQAA4CmyBgDgJXIGcKKZCMAz8Xhc+fn5kqSjR4+quro6ySsCAPgNWQMA8BI5AzjRTATgmbq6Oo0bN06NjY2qrKzU8OHDk70kAIDPkDUAAC+RM4DTe9u2bduW7EUA8K/z58/r+vXr2rhxI58zAgDwBFkDAPASOQPYhYwxJtmLAAAAAAAAAND98TZnAAAAAAAAAK7QTAQAAAAAAADgCs1EAAAAAAAAAK7QTAQAAAAAAADgCs1EAAAAAAAAAK7QTAQAAAAAAADgCs1EAAAAAAAAAK7QTAQAAAAAAADgCs1EAAAAAAAAAK7QTAQAAAAAAADgCs1EAAAAAAAAAK7QTAQAAAAAAADgyv8A4Y47LxMij0EAAAAASUVORK5CYII=",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd7066b490>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n",
      "(1200,)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "6.676845942248247e-16"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "using PyPlot\n",
    "using HDF5\n",
    "ex = h5read(\"data/nanofiber-Ert-ex.h5\", \"ex.r\") + im*h5read(\"data/nanofiber-Ert-ex.h5\", \"ex.i\")\n",
    "ey = h5read(\"data/nanofiber-Ert-ex.h5\", \"ey.r\") + im*h5read(\"data/nanofiber-Ert-ex.h5\", \"ey.i\")\n",
    "ez = h5read(\"data/nanofiber-Ert-ex.h5\", \"ez.r\") + im*h5read(\"data/nanofiber-Ert-ex.h5\", \"ez.i\")\n",
    "println(ndims(ex)) # Print out the dimension of the variables to check if it's a vector (output 1). Otherwise, use permutedims to flip the data dimension.\n",
    "ex = ex[end:-1:1]; ey = ey[end:-1:1]; ez = ez[end:-1:1];\n",
    "println(size(ex))\n",
    "lent=length(ex)\n",
    "t=linspace(0,240.0,lent)\n",
    "figure(figsize=(15,3))\n",
    "subplot(1,3,1)\n",
    "ax=plot(t,real(ex))\n",
    "plot(t,imag(ex))\n",
    "title(\"\\$E_x(t)\\$ \")\n",
    "xlabel(L\"t\")\n",
    "ylabel(L\"$E_i$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=8)\n",
    "\n",
    "subplot(1,3,2)\n",
    "ax=plot(t,real(ey))\n",
    "plot(t,imag(ey))\n",
    "title(\"\\$E_y(t)\\$\")\n",
    "xlabel(L\"t\")\n",
    "#ylabel(L\"$E_y$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=8)\n",
    "\n",
    "subplot(1,3,3)\n",
    "ax=plot(t,real(ez))\n",
    "plot(t,imag(ez))\n",
    "title(\"\\$E_z(t)\\$\")\n",
    "xlabel(L\"t\")\n",
    "#ylabel(L\"$E_z$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=8)\n",
    "\n",
    "a=1.0e-6; c=2.99792458e8; t_unit=a/c;\n",
    "deltaT=240.0*t_unit/(lent-1) # $\\delta T$ in SI units. In MEEP, T is scaled by t_unit=a/c where a is the unit of length."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we can plot out the detected signal in the frequency domain correspondingly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd7045b950>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "PyObject <matplotlib.legend.Legend object at 0x7efd6ced66d0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ex_f=fft(ex); ey_f=fft(ey); ez_f=fft(ez);\n",
    "#ex_f=fftshift(ex_f); ey_f=fftshift(ey_f); ez_f=fftshift(ez_f); # Have to shift the frequency domain data for complex singal. See: http://www.exegetic.biz/blog/2015/10/monthofjulia-day-37-fourier-techniques/ \n",
    "freq_scale=linspace(0,1/deltaT,lent)/1e12;\n",
    "figure(figsize=(18,3))\n",
    "subplot(1,3,1)\n",
    "plot(freq_scale,real(ex_f))\n",
    "plot(freq_scale,imag(ex_f))\n",
    "xlabel(L\"f (THz)\")\n",
    "xlim([320,350])\n",
    "ylabel(L\"$E_i(f)$ (arbitrary units)\")\n",
    "title(\"\\$E_x(f)\\$\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)\n",
    "\n",
    "subplot(1,3,2)\n",
    "plot(freq_scale,real(ey_f))\n",
    "plot(freq_scale,imag(ey_f))\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "title(\"\\$E_y(f)\\$\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)\n",
    "\n",
    "subplot(1,3,3)\n",
    "plot(freq_scale,real(ez_f))\n",
    "plot(freq_scale,imag(ez_f))\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "title(\"\\$E_x(f)\\$\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we can see, the peak frequency is around $f_0=335THz$ or central wavelength at $\\lambda_0=895nm$ which correctly corresponds to the input light signal. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "## The time-evolution of the dipole source\n",
    "To calculate the Green function at the dipole position, we need to use the time-evolution of the dipole source which is essentially described by the following function\n",
    "$$E_i = E_0 \\exp{\\left[-i\\omega t-\\frac{(t-t_0)^2}{2w^2}\\right]},$$\n",
    "where $w=\\frac{1}{df}$ is the time width of the signal and $df$ is the frequency width in the special units defined by MEEP. In the simulation script, the center of time $t_0$ is defined by \n",
    "$t_0=t_{start}+\\Delta t_{cutoff}$ with the starting time $t_{start}=0$ and the cutoff time $t_{cutoff}=5$ by default. So, the signal of the input component will look like the following."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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D1kBb73pmwyq2HKhOlF7+6CNg6lRg3aYyNInz7tvwZ6O0zZu9w6wutzQX6LUUOPZn49zXXwPt2wMDBvg/fLuMGjUq8g+t5/ibeOPvYcbfxIy/iRl/E7No/k1yc3NRWlpqTESPdvpEr9zcXIbZYKw5uAZ4Yijw9mYAfXy+58EHgSL1KJJeaId5w+fh1l632vLs2xfeDoz4EZjhCbN/+pPrNfKbCUf3/2GR4W/ijb+HGX8TM/4mZvxNzPibmCeik70axHa2dtiQvcH1D21/r/2NzY4AAJZnLLe8Z3W1f88+UXrCvzcSERERUUCiJsx6KCFe9ygoCOzJdVGFJSIiImrMojDM+kfskdVgnURDCavbtgEbNgT/eSIiIiJ/pKamokePHujbty969OiBl156KaT7PfPMM/jnP/9p0+gCFzU9s/4Qw6iqAnv32nc/VyB2V37ji4DK5sa13r19f4aIiIjIToqiYMGCBejduzeys7Nxzjnn4PLLL8eAupiVboOoqcyKldaC8gLgaQXo/Sne2/iez9UKXnwROPtsG54tVHW/3f0tMKkFcMqe0G9OREREFCA997Rv3x7du3dHZmYmAGD27NkYNGgQBgwYgGHDhmHLli0AgG3btuGiiy7CgAED0KtXL7zwwgt1NnZR9FVmNVdl9FjJMdfx8Ntwz7dAxxYdoWnXGtcB11JbutzjPm4VcBXVVZlde2it67BlBoDwb/pARERE9U9pKbBzZ2j36N4dSEoK/vM7d+5EXl4ehg0bhjVr1mDu3LlYuXIl4uLisGrVKowePRrbtm1D586dsWzZMsTFxaG8vBxDhgzBFVdcgYEDB4b2BWwQNWHWque1rLqs1veXloWjZ9b/yWZERETUuOzcCYS6d8LGjUAwq37deuutUBQFu3fvxiuvvILWrVtj0aJF2LJlCy644AKjcltQUICKigqUlpbivvvuQ3p6OhwOBw4dOoT09HSG2brhCpDyTRA8AdMqnAYcXhU2xBIREZFL9+6uMBrqPYKh98z+9NNP+OMf/4hLL70UmqbhzjvvxHPPPWd6/6RJk9C2bVv89ttvUBQFw4cPR3l5eWiDt0nUhFmr1QlM122cieW5l//33LgRWLcOuO8+24ZBRERE9UhSUnBVVTvo2eTyyy/H/fffjyeeeAKPPPIIxowZg3vvvRenn346NE3Dpk2b0L9/f+Tn5+Occ86BoijYtWsXlixZgksuuaRuBi+ImglgBs33n/Y1aK5Kq2ZfZda0moGmv1qH2gEDgPvvt3wbERERUUAUxTsLPfHEE1i9ejWaNm2KKVOm4KabbkLfvn3Rq1cvzJ8/33jPhx9+iD59+mDSpEm4/PLL62LoPkVNZVbkqxKrJR0FYqpcx6Yqqg09s2KbQc1graiAZv3vFqO+GIVHBj+C/u1dTTZrDq5Bp+RO6Niio+VniYiIiPbv3+913LJlSxw/7prp3rdvX4wcOdL0mT59+mDr1q0+7zd58mT7BxmA6KvMKhqKK4t9Xir7ezvgT3cZx2I4zcoCFBvmbIlB+fDJw8DkGKDrd6b3ph9J9wre87bNw/3fe0q2Qz8civPePi/0QRERERE1QFETZo0AOWQqmr/YHFVqle/rKekAgK++Em6gaPjf/0IfhXBTAMCBggOuw87LvC+f9hv6vtMXH//2ca13zSvLM/55z4k9OJB/INSBEhERETUI0ddm0N41bbDSWel1Wmw7OHHC3F4r64GVkV33ZyUFAEBT11q4+/L3+fl5oNsb3VzvmcyVE4iIiKjxi57KbMCrFZivh75Ul+83+Btu7VxhgYiIiKgxiJowK1I11evY16YKVpVYf7Ol1YYNhjOXQnlGQXZRtvAcDU4ncOhQgPcjIiIiauQYZmVMGxzYECAlqxkY4bTdbwCA/fn7va4DwBNPAJ3OCHwMq7JWYVb6rIA/R0RERNQQMMy6+foTvl2VWfH9gVZWNWhYvTqwZ2W7i7sXzbwIdy26q/Y3ExERETVQURNmTTt+WQbKSPTM+t5a13MsrgPmfwjevt37eMECvz9KREREjVjnzp2xZcuWuh6GbaImzIqstrcFgIOt5gBnpNX4TKDPkDzL4kYaNODMJUBivs9nBzMRbN26gD9CREREVO9FxdJcqqaaAqDYZnDsuDkgpp85BjjTfaBopjBbWQmkpgLw96/4Ys/sgLehPHMplt+53Ou0pmnAHVcB1Qme4xqfLykx31rT/N/Q4bnngFtvBbp29XPcREREZLvSqlLszN0Z0j26t+mOpLikgD6jb2d76aWXon///li/fj0yMzNxxx13YPDgwXjhhRdw+PBhPPjggxg/fjwA4NFHH0VaWhqqqqrQokULvPfee+jqDhKLFi3CxIkTkZCQgKuvvhoffPABNm7ciE6dOoX03fwVFWH2/HfPx5Q7pnidEyux4x8GMLz2+4hh9sgRIDMzhIH1mu/7OfrYYit8PnvnTt8tEP6E2eLKYjz55h7Mm9cX27YFNFoiIiKy0c7cnej/bv+Q7rHxno3ol9Iv6M9nZWXh559/RkFBAVJTU1FQUICVK1ciOzsbZ599NsaOHYsWLVrg8ccfx8svvwwAmD9/Ph566CH88MMPOH78OMaOHYtffvkFXbt2xaxZs5CXl2fxVHtFRZgFzOHVtJqBWDU1rWZgDrOqWvt1X6PwedaftoNaPu/r2bJbjvpiFDDuWyifc3kvIiKiutS9TXdsvGdjyPcIxYgRIwAALVu2xJlnnonrr78eANC+fXu0bdsWGRkZOPfcc7F48WK88cYbKCoqgqqqyM93tUKuXbsW5513nlGlvfPOOzFu3LiQxhSoqAmzIsulufy5h5+3CHj1giB6Yv39yNajWwN6PxEREYVHUlxSSFVVOyQmJhr/HBMTYzqurq7GwYMH8eCDD2Ljxo1ITU3F1q1bcckll/i8X11s8BS1E8DMYdZqXVlzz6zTGeBD3dXeYMKtpsGrWqxp8GoTCGXZsM8/B377LaAhERERUQMVaOAsLCxEfHw82rVrB03T8PrrrxvXBg0ahC1btmDPnj0AgNmzZ6OqqsrW8VphmNX5aCsQWbUZWL1f+j6LZcM++thzBQCgaPjsM6B378Cf5csttwB9+gT/eSIiImo49AlgijDZRnbcq1cv/PnPf8Y555yDCy64AKmpqcZ72rZti/fffx9/+tOf0K9fP2zbtg3NmjVDy5Ytw/slaoiaNgOr1QygWIfbUHtmtZgKFFVolmMRj3OygVTh3nv3BvhsthUQERERgP37XTuNLlu2zOv8OmEdz927dxv//Morr+CVV14xjidNmmT88+WXX47t7gXuFy1ahO+++w4tWrSwfdwyrMzqW8aKYdaHQCuz+r/g6OH15J+uQov/mP/DtQqzxrOFNoPaxkZEREQUCa+//jr69OmD3r174+WXX8acOXMi+vzoqczKVjPQFFdItAqzPtaZtarMmnpsT93k89ZO1Vnrsa9nBxpmZVvpFlcWAxd8CPz6IMw7jhERERHVbuLEiZg4cWKdPZ+VWT3AKdazuXKc24EUTyANeAKY5VhcfE0QK0/aCzQ54XlPiOFW9+SyJ4Fr/wGc+rt/HyAiIiKqR6KmMmtwV2IrKzXPMeCjMmtOg1NLewL3eo59tRlkZ/sxBIs1b32ttPDbJV2BAW09d7CpzaC0qtT1DzXC/CWXuFokVqwI7p5EREREkRK1YXbaKyqQCngqs4GnQV9htkMHAE8Lj7RImmJ4/d8SSctD0+PSewQbbn1VgdPS/PssERERWduxY0ddD6FeCNfvEDVh1hMoXeF102Z3mJVVZk3h1hz6At8BTByL+z5CmH39DRX4cy1j8aOH1noM4hn2yxIREdmpTZs2SEpKwpgxY+p6KPVGUlIS2rRpY+s9oybMGtzhVTMmgLnbhv1YzUAUrp5Zf8YS6OQzz3mt1mMiIiKyR6dOnbBjxw7k5ubW9VDqjTZt2qBTp0623jNqwqznz+muMGueACasbuDHLl1WYdbfnGgdZgPf0CFgGiuzREREduvUqZPt4Y28Rd9qBu5KrIYA15n10VNrtc7skab/w+K9i6FahFFzmLUu+YrhNT/fs66tP+83zge4tS4RERFRfRI1Ydb4c7opvPqozPp9z9qPf+50Na6Zc435cxarGfjqkTXdQTi1b5/FYC3V+N5dfgyq7YKIiIgo0qImzBrEHlkjvNqzmoHvZ8rOCy0PYdyNzPO52r/niowVwJhrgfM+Ms6NGwdEcItlIiIiIr9FTc+sh6Qy6zDvumUl2AlgniqxA1Cc8t3IZP27QexGZjkWt/yyfNc/ND1mnHvnHf/uRURERBRpUVOZlVY/ZW0HJsEvzSXtS3U/e90GycoKmvw/HtNWuX5ORtPHYhqrvsqDMFGOiIiIqD6LmjDr1PS0Jwuv1uvKisQw62+l1giM7rD66dzQ+3eDrswK39PUW0xERERUj0VNm4FqWldWE44DD5DpJT8AVy/xPCPgOVOuZzlViyqxj5aHH2PuA/7gGau/QVqRVlzFyiwRERFR/Rc1ldmycnfaM7UZSDZN8KNn9vW864DBrxjHskApLlbgueB6tnzNW9l/PBo2x74NnP+WccbvCWBCWLUKt4YmJ3DuW+fiSPER49T+/P1wqjbtHEFEREQUhKgJsz/+T9aXGvw6s6Lqat/n9+ytvWfWXDUWgncQLQ8ypuXEZG0GrXdh2KxhqHRWuo67/Iitx7bi8+2fAwBKKktw1n/PwrNpz/r3YCIiIqIwiJowW1wsTGyS/ik/+F5RWWW2qsr72LOCgNXSXPb1zIoTwCz1fx8/Z/6MjIIMn2Mpry4HAGzI3mCcKygvQJVT+LJEREREYRQ1Ybba6e9qBsHLrNwENM/2/wN6ZVYVg7bYz2u1iULg/brGqgZ6uFVUI6DW+jlNw4YNwMMPm4N2q5daYfSXowMbCBEREVEIoibMVlXrf7oXe2RlYTbwiVBvVPUHHuxm+T5x+SvLZcP84Ksyu3ZtLWMQS7fX/ANNnm9iqtxWq9XA0wrQe45xbswYYPZs3/dduGOh32MmIiIiClX0hFmnGF4l4VYaIP0Mt/ElAX/W3DNrtWyYma8Wh8GDLT/mCbVnLvM+djOqtd2+9/15rn5AREREdShqwmy1U5hU5RBXNwh8B7BgqcJarvLVDIKvzIpM685Kvp90QliN65rm39g+3fopFu9dbPk+IiIiomBFzTqz1abKrFU1NHx+2+KdPDWIy4JZrTMbfM+sqb3AgiqsK2b1+Zph+LYvb3Odm8zqLREREYVH9IVZ6cYEskBpv5wjTqCVj2eHMBnN300TdPldZuCB73ZatgmYwqxF5ZaIiIgokqKozcBiLVerMBtK24Hw2YpKq0ps4GFWrMxaVWqP9X8IMzbMMJ0Xw6kYZl3vAWQVbPkmDERERET2i5owK+1LrYPKbEWVn7uRBdAzK1Zm7Wo7kIdZl4xM7887nazUEhERUeRETZiVhlVNXNvVvnVnZSpllVnps63XmS1zlgBNjxnHYrj1d9ME8bpVz+yO7bXeDgCQleV6nbJ6Cu755h7rDxARERH5KYrCrGQ1gzqozFZWS55tmoymv8262jktfyjw6GnGsWxrXTHL+rN6QU379uvB2HNeVYFffpGPrbDQ9Tph6QS8t+k9+RuJiIiIAhRFYdbfaqh9myjIVFYF2DPrx1gOO3/zOg50QpiMWJl9801zlfj114EhQzzHIrGTYedOe8ZGREREFDWrGXgqsW6WAdKmNAhAUbzjp1OVBGl/J6P5QeyZXZX0CJ5Pa2X5Oas2A0BDScqPQOmpxpkDBwIb29dfA927B/YZIiIiIl+iJ8yawqtsEpb9PbOKQ4iI0rAqqxIHHqzFymx60jSkLwdOS2pX6+fE8OpUzc8+csW1wBWeY6/Kaxg3myAiIiISsc1A2qdqY5i1DK+SrXVDGIusZzbQdWW/WmTVv6uZdxcT31HL9RMn/F95gYiIiEgUPWEWktUK/A2QoVQcTS0OflaFxZUWAhiLrGe2osL72Gpd2RlvWSfNQPdN0N//7c7FaDP2r3jquaVxAAAgAElEQVT++cA+T0RERKSLnjArBkpxNQOjYhmONgPZs/U3WAXr0NsMdIWFAa4rK45VpARfmR35xU1A35lYsaL2zxMRERHJRE+YDXTFABvbDjSH8Dd/yx7Z0J8d7GoGRo+sv2vewroyK15XlNqvExEREfkrisKs5E/9xrFFRTKUSq0iC7PCsY3LhPkbZsUeWqdm1b8beJgN9f1EREREMlEUZv0MkNLlsYJfqstcmZVVP+2rzBZXFwAxlQF/7mSR+DsIYzUFaXObgdVxbY4fB8rL/X8/ERERRbfoCbMOiz+fWx2LgTQQQVdm9WcHHqSfLGkFjLrB8n3iBLCZsyT9u5rQG+B1j9qPA3HqqcAN1sMmIiIiAhBNYTbQNgIbAqXOqMxabqVr89a6XRabz1mshFBcYtHP6+N+YnjNyTH3xdZkFXaXLKn9OhEREZEuesKs1WoFVhsVhLI0lyKEWVkfqqwaaucyYQJTz6y4O5lD7KG17pndtKn267Jn55bmAkNehp1bBxMREVHjFj1hNoKrF4g0RazEBrj7mI1jkXI/2wizYugPoM0g0E0Q9M8/8P0DwFWPAc2OBnYDIiIiilrRs52tqWc2wDaDYKgOwKF6+m0tw6q/29mGoXKpKYCiQZWtZqAf+5gANjvlNOBvqcYZq5UUZJXaiuoK3xeIiIiIJKInzPpbiZXtuhUMzQFArXEvi5USIlKZ9f5englg7sqsJqsay9sMymOOAR2PGcdimJW2GfgxU6yy0tV/Gxdn+VYiIiKKQlHUZhBgJTaEpbikLJfi8nM1Axt7ZsXgaewAZlpntpYZXRb39JfYQwsASUlAz57B3Y+IiIgavygKs0Iok65mYON2tqbQKXl2wMuG2Re0t2yB17Ote2bF7bzMAdSqZ9ayIFujP9fpBPbssXg/ERERRa3oC7Nh3KjAkuVqBX5OCAthmTCxwJp7wjtZeiqz4mQ1//+r4m+bAREREVGooi/MBnscFHE3AXFClyQwhnMDB8HJIu+xyLezlfUSm5NqsFvp+tNDS0RERFRTFIdZi+WxQql+yliF1WB3JwuAIoRRFd6/gyq2GVi1QPgQaJuBOcO6x6KpQO85kVmajIiIiBqkKFzNwKpnVnIc1DMlPbPS4CzrSw3j5DThXiokPbKyIO6D320GFoXYedvmAcPHAM4EACMsn0tERETRJ3oqs5bhVVw+y4bAKIZZWdXXKtza2jMrjEl4liauZmDaAcx6ZQVfldl//tN8ztRmYARn11hOVpx0HccXmz9MREREhGgKs1bVTekWs/4vSeXHIIRnWx0LY5Nt+BAIsd9WbLeQBWkx3NbCtNyXCrzyiudY1mbgT8/sTTcBrVpZvo2IiIiiRBS1GQS6/FU4VjPw99ma7/e7d+kKqTLrqBKOA52MZr0bmRhmq4Ocr2aE2xr/QvHVV8Hdi4iIiBqnKK7MBrgjmD2DcL2Ik6osWyDE68GHWU0Ms/5WgUPomZWFWb2tQBF/YneY97Qh2PmfARERETUmUVSZ9XMCmM8QZ1OV1nKNW004hu/3h1SZFdsMJNv4mtoK/F/NYHn5K8AN24xjq6W6jAKs1YwwIiIiIkEUhlnx2M8tZu0ZhPtFUmlVLMKsHT2zpiFZ9e/KtrfV32YOoF9X/BPo5zkOvM3AXZnlurNERERkgW0G/h7bQbamrbQyKwnWDhvH5neFOvhtfmWVWWlYFdsMTtmDvy76q2d3MgClVaUBj4OIiIganygOsxYTmcLZMysLzkZlVhib2GNrI00aViUtDUG0OAS8ve0Vj0N5RvGE3Uuew8z0ma6lunrPAbr8gKYvNMXWo1sDHgsRERE1LtETZqWTrIRqqHQjAxvIlrcyjjXf18PS8qDfUhacxXVlZS0O1q0AVm0GpqW5+nzk832HTx52baIw5joAwI7cHca134/97lW5JSIiougQPWHWCF1CeLXqUw3rWIRqqDiWEP607zdZWJUFbxvbDBT3Mgb7uj6Mm+bfZDkBrLy63OtY0zRMmAAoLQ6j11u9MP2X6QGPjYiIiBq26AmzRlAUq5+SMCvsRmUPWY+oOBbZJKxwVGYlwVkWpE3h1royK2sz0Cux2Z1ew1c7zQvIiuFWrLxq0PDeewASXDuFbT++3XIsRERE1LhET5g1WFVmhcDoR1jzmxioxZYGaZU4DC0POunSW/ZNAPN3NQNxQph47KuNwPUW8++y58QelFWV+TtEIiIiaqCiKMwKQdJUDbVecsr2sZj6UP1cmsuWISjuF0lYtWozCGAsYmU2V9uNO/+ebT0RTGCqzIrht0Ylt9sb3TD6y9GBPYCIiIganChaZzbAnlmxxzYsY9GPrf6UH6ZlwhTNx5q3Fmva1gy/ioZgJoC9jrOBtgBUR63/OiW2GTg1p+m6pnnGKobbdYfXWY6NiIiIGrboq8zqxNUMxOWvxJaAcIxB2mZgsVyWLUORrFYgth1IV17wfyyBb5rgYtVm4LnueyzcdIGIiKjxi6Iw6yZOALOszIbh2VbBWqwah2OdWbGNQFqJlfTQGtdDX5rLGJLFb+5rAlhtebXm/Y6VHENRRZF/AyEiIqIGI3rCrKzNwCAGzDBW9RShoijbzjaclVlpOLXYXCKIrXWlYdbiNza1GahCm4HmHWZLSuX3O23qaTj37XNrfR4RERE1PNETZk0TwCy2kBU/Z+cY/G15EK+HYQKYfDUD1D4WWRuCDwuLHwXuGWA9JIvVDMRw++GHQOnN1wDdXct6ff65hqoqYNUq1/WqKu/7ZxRkWI6BiIiIGpYoCrM6oS9VuhxWBCZ+ieE1khs4GD2zVuvMCm0IVm0JPqyomgq032g9JNQeXkvLvH+HFT9rcHZeDFw5wTj3zDPARRe5/vlEruUjiYiIqIGLnjArTuiy2s5W/FxYx2RRJQ7LOrOSe0snfOlvEyu3Qc7uAgL+bZ94ynor3X37gr8/ERERNTzRE2Ytt7OVBZ8ITAQzVYkj0WZgtV2txdJcAbQZBMtoM3B/723bheDso9JttYBBfr77tSwfuaUs3RIRETV00bfOrHQ72zDusmUQQ6wYrFXvsYnLhNk6FD2MVnsfS/t5heMA2gyCVel0j02NAWKqoZl2ADNP2vMOs+bfraLC9dp6SmvXagiTWb0lIiJqyFiZlS7NBe/rdpKurBDJsYjh1c91ZU0TwEJoMxCIE77+t0QP9UJ/r6ofm38Pf5eWtVoGjIiIiBqGKAqzbpGcZCV7tngs2zTBEI5ALXxfqx2/dFY9tTY6dFgSnDXZf22t2wzE68uWBTs6IiIiqg+iJ8zK+lRly2GZPmcHcWkuq2AdxjYDGcvVDYRjGyuzeguArtopVGZNu48FX5nVZWUF9n4iIiKqX6InzJr6VGWrG0SAqUIr9u/KekPDEKxNY5HsPmZcF9sO7KvMrv3VeyzVqlCJVcS2A/Pvodb86UJoQyAiIqKGIYrCrMDfPtWwsAjWpslp4Uxg4m5kFhO8TJVZ+8JsdbUYZvVniT2zMe53BL5rmyzMZhdl48v1v3iHYSIiIqr3oifMyiZdiefDOTFItmmC1eQ06edtGIv+KgunVhPCbGwziI/3PrZsM/BRwc5uvgjouNY4/v13QPFjgYr+75yP4d8PwfTpQQyciIiI6kzEwmxlZSUmTJiADh06ICkpCYMGDcLSpUstP/fMM8/A4XCY/icpKSnAEYhVTtkyWRGogspaHEwTwCIRtCWVWePVoq3A1oq29/dzqpLdxmRr5AL49cwbgb8NNo43bBCeoPk+PlKSDQDYaL1RGREREdUjEVtn9s4778SXX36J8ePHo0uXLpg1axauu+46rFixAkOGDKn1s4qi4O2330bTpk2NczExMbV8wtdNLMKr2HYQVpKxBLyhgw2semYjuM6sJjyrWpWEV+PYahMFWLYNyMItERERNQwRCbPr1q3D/PnzMW3aNIwfPx4AcPvtt6NXr1547LHHsGrVKst7DB8+HKecckoIo7AKrxEMjqaQKuuZhe/rtozFamkuyVjC2GYAxfteTs1qAphFkDZtosCwSkRE1NhEpM3g888/R2xsLO6++27jXEJCAsaOHYtffvkFhw8ftryHqqooKiqyYTQWu3DVSWVWNhmtDiaA6eFUbHmQLs3lvq6G/l8lTQinTqOsKjxLOvnMujIbSLjdtg04eVJ+nYiIiOpeRMJseno6unXrhmbNmnmdHzhwoHG9Npqm4cwzz0RycjKaN2+O22+/HceOHQtsEFZLcckmXYWDdHmwSE5Os1iaS1aZle4AZsM2wA6xMqsHZXdLiawyK90RTLMMs7Xp3Ru48Ub/309ERESRF5E2g5ycHKSkpJjOp6SkQNM0ZGdnSz/bqlUrPPjggxg8eDASEhKwcuVKvPHGG1i/fj02bNhgCshyVn2qEVjNwHRvWSVWsjRXWIK2ZDUD2W5kpkqt8PlQRiK0GaiaVc+suImCmTPIlt7vdn8HPH4bNr2dX+v9iYiIqG5FJMyWlZUhISHBdD4xMdG4LvPQQw95Hd900004//zzcdttt2HGjBl47LHH/BuEZTW0LiZbWbQ8hLP1wfR9/eyZDed6vMZ2tYprXKatdCU9tLUQw6y/292+sOoFILHQ/X0DnGxIREREERORNoMmTZqgQtyrFEB5eblxPRCjRo1Cu3bt/FrayyANhlbH4RDsagZ1UZm12GrXOB/62IzKrKknVmhpEFczqKUqXC3MT/O3h1bTwvmbExERkV0iUplNSUnx2UqQk5MDAGjfvn3A9zz99NORl5fn35t/BJBQ6cpEarErwvd2/084NyYw8Xed2UhMAPOzZ1ZcZ1a645cNYxT7b00tDVZtBub/LH1VZnftCmBMkeihJiIiihJz587F3Llzvc4VFhaGdM+IhNk+ffpgxYoVKC4u9upxXbt2LRRFQZ8+fQK+Z0ZGBvr16+ffm68BcFosEFMFlCcBiTWnqNdBZVY6scui5SEcO4CZzguVWVmbgQ09siZipdVUmZVMABP7d2sQK7OFhUD//gCedn9U8jNoPibdvf02cPrpwB/+YPVFiIiIyJdRo0Zh1KhRXuc2bdqE/v37B33PiLQZjBgxAtXV1Xj33XeNc5WVlZg1axYGDRqEDh06AAAOHjyIXULZLDc313S/GTNm4Pjx47j22mv9H0Qktoi1HIPk2X63FYSxd9Y4luwAJtsRTOcIvZdWXJrLsmfWcgKYhnkVtwN/ucQ4U1wsvMPqJ63x+9x3H3D99RbvJyIiooiKSGV24MCBuOWWWzBx4kQcPXrU2AEsMzMTM2fONN53++23Iy0tDWqNxsYzzjgDt956K3r37o3ExESsXLkS8+fPR79+/XDPPfcEMRqLgBjRPyvr1U9JP29E1pcVniVdmku4HtbKrGS7Wqs2BB9hP12bDaR6jsVKrQx7ZomIiBqGiG1n+8knn+DJJ5/E7NmzkZ+fj3PPPRffffcdhg4darxHURQ4HN7F4jFjxmDNmjX48ssvUV5ejjPOOAOPP/44Jk2aZKyG4B/Zn9Uj2WZgEVYjORbZs2T9u6awG4YwqwTbM+u/qqrarxsTwITf/kjxEeD2O4D5XwLwdzk4IiIiCreIhdn4+Hi89NJLeOmll6TvWb58uencO++8Y88AHJI2A1Ekl+YKtI0gklvtyta8FXfhspEmhler1QzElgc/WkgCrcwq7nu8t/E94KwlwBk/A2DTLBERUX0RkZ7Z+qU+LM3lZhW+6qRqLIRaq00U7KAKS22Z1ryF91ikS3NZ/z5iZdbfnlmxUktERET1Q/SF2YADpJ0CDdL1oGc2EsuEmcKpRc+sUZkNvOXB78qsEO49PbSeZ+3eDVjsxExERERhFrE2g/qjAVdmw7o0l2wNXKEyG45Qa4RXoWxqtZWu5e5kwbcZeO4gVGZrtFecfbb7FIu2REREdYaV2UhWZgPuma2DCWFWqxlEYixiWNWEnllTD614XU4Ms7IdwGqccZ83V2aJiIio7kVfmK1Pf9oX1WWwNq0vK6nMhmNMpntb9cyK1/0Ps756Zk+eNL/PCK/i9w3HkmREREQUtOgLs3XaM2sxljpdA9ffymwYQ634p3yxJ1a2ta607cA8Rl9LcyUne/65IiYXx0uOG8eVPWdi9BejPW0GcWVIP+JulE0Ibfs9IiIiCl30hdn68Kd82bPqRbCW9cwKlVs7fyfT7myScCpWXoOozFq1GXx7TlucOvVUI7yWXfIw5m6b66nUXj8Ofd/pi0MnDwETWwK95lk+k4iIiMIn+sIsK7MSFpXZcLYZmIbiZ0+stKfWuJHp1vML/wE87WkV2FA+F2i/3npI+r2aHQUAHD552HXc733E/DsGeWV5lvcgIiIi+0VfmLWsKEZyano9DNamnb/ESmw4Qq2sZ1ZYnUDaM6tft67MplX+1+t4ZtFo4J6B5hEJJVvx2Km5n33mT1A1FVuObsHGjcDrr1sOgYiIiGwUfUtzBfqn/nA+O9QdwWxl1WYQgQlgxlAkYVUWXsV1asNA3DTBqXqPRdM0DBgAQFFR1m8q/j7w70iKSwrbeIiIiMglCiuzgkhWP03qY2VWbDOQVWbFNV1tHYz72ZKluHSy7W6N2wT/+6kWi8dWqd4zyYyw2/EXTFg6AS+tkm/bTERERPaJvjBbl5VZUZ1uXysS2wskY4tkz6w+Ftk6s1ZtBuImDKEMSQi31ar3s1RN9RpDhbPCtmcTERGRXPSFWVF9qsyK6iJYmyqx8PPYhmd7TrjHYhVWLXpoYyuDHpKpZ9aPNgP3IEyfX7hjIXJLc4MeCxEREckxzEa0+imwDKv1cDJaWNsL9KFYbJpgHAuV2hj7KrGmIQnhVmwzUDUVaHLC+H1qht+bF9yMUV+MCtvYiIiIoln0TQAT1WVl1urZddryoPo+lrUh2DsY14vYE6uIlVhJG4LqqFFhDo5VZVZsM6is0oAJbYCcvj4/X3MjBiIiIrIPK7P1WUSDtr9tBeJrOIZi0RNrtERIJohpof/X+rgse6quey9b4R1mHx7vHlPKZgBAdo6GggJg/vyQh0JERES1YJit057ZesRUia3DNgNpz6ywta5YqRXDbQiOHPX+/mXl+la7rv+Vmf2pd5jdv9/7/Z9+quHee4E//1lzj9hz/T+r/oOl+5eGPEYiIiJimwHp/F3zNiKrGkiWATNVZi3WnbXRihUa0MJzb6cmtDT4+JeB48c9Y/39d8/vNfGnia5hTua/SBEREYWKlVly83cCWATaDGTPMsKs3rcr66m1/7/WZRV6UI4BUKNn1n1saokA4GqbdY3d6WRwJSIiCgeGWXKxXH83Eu0FIsluZGK41YTVDNSYkJ8cF+f9/Sur9Uqs697Gdra17D6mqmAbCxERUZgxzJJbgBs4RKLNQOzTdYhb6+oBWzJhLBRC260RZt0XjDYDaZjVvCqzvjjdw80oyEBWYVYooyUiIopa7Jkll/q0M5rxTHFrXaHNQKzM2jlGoRJthFn3s1QxzIpr3CqauzIrX8pMX72r82udXcfsoSUiIgoYwyy5Bbq1bgR6ZsUKrVH9FCeAKb7fHwJN8Q6nVU5x9zHvtgNj61xjjVsN6y88A2h1jfQZqtC5UV0NxPJ/I4mIiALCNgNysdw0oR60GShim4HQVmDj5DTNIYRZY8cvcU3bGN/HiobKJlnAgHeNMa1fDyg12hfEMLuUq3UREREFjGGW3OpxZVasxIo9tJr9lVk4Kr0Oq51CS4O4DJhYqfXxe65Y4X1KDLPiMREREVljmCWXQLfWrZMJYFZLc4WvMmtM+NLJwmyNyqxwR8vwqvfQ7jmxB8sPLA980ERERFGIHXrkYhlOI1iZFZ9h1TNrTACTT7YK+MlCZVa6da4a4/vYx+/jFLoiZJXYbm90AwAsGarhiiv8HzMREVE0YmWW/BPJ1QxMS28JPbKyrXXt3NAhRhJmxTVt9UpsjNBT6+P38rcyq/v6a/+HS0REFK0YZsk/ddJmoHq/mtoMJJXYcFRmxbAqq8zKKOY2A7FSK4ZZIiIissYwS0GKxHa2Qlh1CDuAiZVbOzmEpGla01ayA5gm7LZg0CzbDBhmiYiIAscwS8GJRNuBdNMESdg1hCPcyiaAiZVZYWWFGvZoi4EuPxjHqgosWyZ/pB5uK52VaHf2QXz2WeDDJiIiauwYZik4Yr+qrSRtBqZXYakuY2w2hllV3K5WtjSX3kMr6ZlVNMyNuQYYc51xat8+4PLLPW+RVWbHfTsOR0d3whNPBPcViIiIGjOGWQpOOCuzpsqrWIGVXDfYODZZG4Fsaa5aKrOi/HzhUZrv47TMNL+HS0REFG0YZqn+clhM8JL1zNoZtMXKqzE2YQJYjFCZjRHe70NlpeVbXLeMyDJoREREDRPDLNU/VpVWq9UM7B2M60XaZiDpmRXDr49AKobZQCaA7doFHD/u//uJiIgaK4ZZqv9kE7wiUpkVw6tFm4GsMutjTFaVWT3caj5SbvfuwLnn1v55IiKiaMAwS/WQpBIrHkt7Zu0ciqQnVg+rxjqzwjq04qYLNlZmj5ccB677O44cs1jbloiIKAowzFL9Y9lmoC/VVQdhVhPaCMQ2A1mPrQ/BVmaf+fkZYOCbQLvNls8gIiJq7GLregBEJpY7ekVwNzI9nIptA7IJXwFMACuqKAGaFXkepQHTp8PrGPBMAHO9KjXCrWyDBiIioujByizVP7K2AuM4ApskeB7merGa4GV13UfgfvXkUOCRFONY04D/+z/zCDzhtWaohdduY1u2AL/9VsvXICIiaqRYmaV6yCqsWvTU2joUi/CqP9tqApiPwJ2jeadPWc+sql9QVAAOn5XZ886r/R5ERESNFcMs1T9WbQbh3PFLRhGqoXpYNfp3hQlgjhoTxBxO83a4Puw6uQlo2tE4Tmv+AB5f2tw4rmi1Gd/tPlajMss/rBAREfH/G1I9FGB4DWdlVtx1TAyr+rNNPbPu2V164Iwtt3zUk4f6A/f2NY63N52Bl1a/ZFRis64ZiOvnXu+pzCZnYlb6LBwpPgI8rQCnbgvwyxERETV8DLNU/wQ6ASysPbPCmramyqzeZiAuzSUs3RVX5t/jWmT7MSL3mEbdiLsW3YX1h9e7js/+2r9nEBERNSIMs1T/WLUNRLLNwLR1bvgqszLidraqpvo+Tl0B5RkFJytO4sQJ1y5hREREjR3DLDU8kWwzMO025iZWZsVNEkzr0DqDH4Ewq8t0rI/xrCUAgIOFB9G/v2uXMCIiosaOYZYaoDromRUDtFiZlbUZ2DBJq/CkJLy6OVXvoKxqKjIzATQ5gbPfOBuHTh4KeQxERET1FcMsNTxWO4TZSpgAJi7FJWszcAg9syEoLa09zFap3suAGW0HnZdj94ndWPD7gpDHQEREVF8xzFLDY7Wpgq3PEkKsGF6llVmhZ9ZGYptBpdO7xcGpOV2rG/T9AIB3j21OUY6p55aIiKghY5ilhsdytQM7ycJspXAsVmb1P/3bsOWs8P2KiryPv/neO8xu+q3C9Q9df3QNyR1+y6vL0X56ezyX9lzoYyIiIqonGGap4YlkmDVCrEWbgbhDmGziWBAcQqfCtt+9v++qX/QqsCs43z3OO9zu2q1h+nSgSTPX+ZVZK0MeExERUX3BHcCIaiNrMzAtzVUpvF/cbCGEIQhhvaRMBZrAFV4VzdNmoMa6KsTCygoffKChVyGMsFuzTeFE6Qk0i2+GhNiEkMdJRERUF1iZJfKHGE5lE8DE0GtHP6/ivRVuaYW7jcDdj1ul6mHWXcKNrRA+r0JVYXyHn37yXGrzchsMXzA89DESERHVEYZZolpJlgEzVWr1cOsUrodemVVjvDdcKKv0bivwhFn3H1rENW8VzTUpzAjW3mP6bs93IY+RiIiorrDNgKg2sg0aHGJoFY99B8dgaLGlXseV1XpYdYdZTQ+zca7XGHdlVnUADhWAhl23xgK7rnd/LJwT5oiIiCKLlVmiWlmEWaPtQAizEHtnbRTr3Wbg1PTwKlRm9WN9TGd/a4ytoAB45BHzrcd8OQYTlkywf8xERERhwjBLVBurrXNlqxvYWJk1ifFuMzCFVz3s6pVaH6s/PP88MG2a+dZzts7BlDVToLF4S0REDQTDLFEgZGFW1mYQhg0dNL2NQNw6V58AJoZbU6DW4HQKZ4S3pKfbMFAiIqIIYJglqo3flVkxxNq3zqyJw6Iyq4ddp7wyK4ZZVRhmtbvQnFuai6zCrNDHTEREFCacAEYUCKutdE1h1v6/1xuVWX2rXKPtQFiaS+yZ9dwBZdUlQKzn32Wrq4GYGpsz6OH2zNfORFFlEQ6O1dCxo33fgYiIyC6szBIFwt8wawhHz6zYZuAOs3olNta9lJceZsXdyRQN753aDPjHWcYppxPYvt38qKLKIgDArFmhD5uIiCgcGGaJAmG1la5D+Pu9nVSxEiurzJb7Pja4x9w8xziTng707FnjHcLX4oQwIiKqrxhmiQIRaGXWzjYDTZjgJfbM6sdGmHUfx5VZjilLaIuVhdkD+RkYOm4etmwJcOxERERhwjBLFAh/J4QZbAyzsu1qY7w3UfBUYsVj+ZjKhLwrq8QOm3UJ1qSMwv33+zNgIiKi8GOYJQpFwD20NtDXtDXaDMRwq08QU7yPVfn/uluFWf04vzw/wMESERGFF8MsUSisKrF2thmY1q61ajNweB8bqxuYx3S05CjQerdxLAuzqmYO54sXAwcO+PsliIiI7MUwSxSKSPbMimvXGpVZYbUCWZuB3nPro1r8fGkn4MGzjWNV9V6qSw+zmvsf9OPsomxcM+1R9Okbhgo0ERGRHxhmiUIRibYC8d5GmBXaCHSmyqzeZqD33Ao9BQCcqPQ6rqjw3kjBCLPwDrMP//gwMHQqTuJgQF+FiIjILgyzRKEwLc0Vzgql+1n68l/i0lx6yBVXMxArs/HFlk8qKpKMQOg/MNoONO8NGPQdxIiIiMKNO4ARNRSmoCz0zOohV9ZmoL2lxwQAACAASURBVPofZu/b0RUYco9x/L1yP5qsPN2ozFbH5uNocaVxXDPMtmoFpKQAu3eDiIgo7FiZJWro9DYCRQiz0spsietV3zHMh2PVe4GrHjOONzrewqRlk4zK7KaLz0S7ae08ldm4MmQWZCK/LB/FN12FPYfyQv5aRERE/mCYJWqw3FVRPayKlVn92Fiay/2HGH0TBTXwP8yo7jDrjCtwH7vD7J9vROprqfhyx5fAWUuAHl8GfG8iIqJgMMwSNVR6WNXXnRUrs+KxWmN5AgDBbOhQXS3pmT31dwCAU3M/s/MyKM8oqHRWYvVq4NNPA34UERGRXxhmiRoqPaw63EtzySqzDslsrGBWXhAmvEknhPWeCwAoKC/AhRcCt90G7MzdGfjziIiILDDMEjVUehjV15kVVzPQw65+Xg+34ucDIgmvbtWq9zPKqsqA+3sCFz+HHm/2QFpmWhDPJCIikmOYJWqoZG0G4uoGDiHUip8PhFCZPZDhffzdj95r3q7eehg4dTtw2ZMAgIyCDKgqUFoKrMxciSqnsOEDERFRgBhmiRoqo/IqrD+rV2rFkGvHVrvCZ44c8Q7I23aVuv7B3Z/7l7vLva5v3abi4YeBpu2ycfGsi/Hvn/8d+BiIiIhq4DqzRA2VqW1ArMSKxzZuretWWukdVkur3CslOOMBRxmqtFKv61OnOdH2EIxdyDZn7DeuHcg/gHbN2qFJXBPbx0lERI0XK7NEDZUihFkx3IrtBWHYaleN9d6AobzaHV6d8a7XOPexvuatoiL3b8nAoNcAAN997xnTmf89E6O+GGX7GImIqHFjmCVqqGSVWfFYfLWRGlvidVyuusNrdYLrNa7E+1hRoSWcBC543TjOzQWeesp1+O3WlbaPkYiIGjeGWaKGSmwbkFVmjd5Z+yuzmh5W3ZVX1aFvyODeXUzfOteZ4HuMiopHHwWefdb9NqfnO53y0in44+ybbR8zERE1LgyzRI2FGFaNnlm9zcD+nllNr8xq7v9TIoRbJJx0veptBzHeqx1A0VBUXlLjvGeM+eX5+HbfQhQU2D5sIiJqRBhmiRoLUw+tsFlCGCqzRuVV311M75GFHmaLXK/Vid7HNXpov+jeDLh7oPvYFWYPH/Y8orDQ9fr1rq/x4nez7R0/ERE1eAyzRI2FrM1AF44wqy8Dpulh1t1moIfVeDHM6pXaOO8xtdvivqGGtWuBjh09j3C6v8af5v0JkzbcjsWLbf0GRETUwDHMEjUWYhuB6dj+CWAGo81AUpnV2wyMSq4QZnWKis2bvU+pwlsyMlyvRRVF+PHX/UbYJSKi6MQwSxQtgtnxy19imBUrs3obgnHsXuLaFGY17C7YCpy+xjglhlnNndGHzbwC1/54Fp55xobxExFRg8UwSxQtwhlmpT2z7rYCPewalVl3mI3zXtoL0PBq5bnA2KHGmbIyIDW1xqPc4XbT0XUAgK1bPdeOHAEqhDlmRETUuDHMElHo9J5Z985eBr3NQK/AGm0H7jaDJnne7/ex4kJWFpCZ6TmWVWqX7l+KlKntMfq2MPQGExFRvcUwS0Sh08NqTKX72F0F1tsK9PNiz2zSCddrlXuCWKz39rgA8PG+l4HTfjOOj1TvxLGSY6b3PZv2LNA8B/9b5inNVlUB1dWmtxIRUSPCMEtEodPDqx5a9VUO9DYD/TheqMwm5rte9dUOfFRmPy98DLivj3H8fGEPdJyaahzvaTsVTy1/Ck7VNQbFvSRZtVqN+P5zMGiw/evrEhFR/cEwS0Sh0/txY91VUT3UJoiVWWGTBT3kBrihQxU87QzbOz6KZ9OehVNzjaH8qruhPKPgvY3vAcPHYOOJZahyVgV0fyIiajgYZokodEZl1h0aHXolttj7WG8jcIjvD70XQHU301adPR8AcLz0uOvCRS8i/rl4aJqGG26uQM+eIT+KiIjqEYZZIgqdGEbFimuMGGbF3clCX2nh+Anve+QVuJ9x5k8AgD25GfjmvERs7/AYlGcUHDp5KORnEhFR3WOYJaLQxQjh1CH8Wd/opa3wfd2GZcMO53iP4evv3cHZvWzYPf/63XU89GUAwLfrtmLGDKDHuaW48MMLcSD/QMhjICKiyGOYJSL7ycJtrB5qK4XrobcZOOMKvI5PlLqX/apKAgCkbcj1un7f36vwwC/XYGeraVh9cDUe+OQ149oX27/A8ZLjIY+JiIjCj2GWiMJPDK/icYATwHxxJnov13Wyyh1m3ZVZLdG9DFhlU9drbDnQZTFw2VMAgB9+dGLlSqBLF2DEZyMwaPotxr1KKks4iYyIqJ5imCWi8HMIGxmIYdYOccKGDU3c4VVfOaGpu9Ja2cz1muSu1Oq7lzmqcd+MedhXsRYAsP9YjnGrZi82Q/fnrzE2aCAiovqDYZaIIi82DGFWp7r/z5q+u5i+O5keXiuau16bHvU+djjxe/dRwN8GG8f79wMtW7oO92vLUOrerXfKqmkYMX2qaTcyIiKKPIZZImpcnPGuVyPM6pVZdxuCXpnVj/UNG0ytDyqmfPorClusNk7pYXbCT4/gi6JHsXix6zi7KBszf9wEZ+jz2IiIKEAMs0TUyCiuF333MT3MNjvivuwupzbPdr06E7yPjduoeMc5CBh7oXHq8GFAUTxvKXHvAdHjjZ7466/9MXWq51pBARhuiYgigGGWiBoXcYMGuBtd9TAb5y6vtnCvM1vtDrMtM1yv5cmuVz0M1/DCT68DveYZx4fL9mH/4ZM4WelaSWHfPtf56b9MR6vXFPzf/4X4XYiIyBLDLBE1LvqyYPqrPjFMDLPN3RO89JUU9B5ave2gSb7p1p8VPwSMGGUcP7y/C86a5tlS7OfkuzF20Vi8veFtAMBXKzKwIXsDjpUcQ/NR4zDuAa6IQERkN4ZZImrcYt1hVt+FTA+zCYXex3olN9CVFpI9O4ntbvY+Pkz/EMVlrmdl3XA2zn/vfDz787Mo7v4O3vn9RQz9cCg0TcPof3+FSU9U4/DJw8F8KyIicout6wEQEYWVuHKCHl7jS72PZRs6BOFEfiWQCGjue61LdwfqSydjzUHg2TlLMVe7CTgyGC++8gvW3JKJo9nx2L+tNZoMfR9j+41FfEx8yOMgIooGrMwSUXQxhdsS72N9y90QVCZ6TyZL3+uuvrrXtH1+5ibXcYd1AIALb9iLm1an4P+2XIb7v78fFzzwFjIzNUybrmLIu5fik2W/Gvdyqk5oXPCWiMjAMEtE0U0Mt+JWvDaobL7H9Q/uZcMqm+9yHRe1BwCorX93HXdYDwBI330CqbMceGT5ffglZwXumP0oSkqAl14CYp+NRacH/2bce8+Jvfh1Z5btYyYiaigiFmYrKysxYcIEdOjQAUlJSRg0aBCWLl3q12ezs7MxcuRItGrVCsnJybjxxhtx4MCBMI+YiMgmyZmuV2ec67XNTtdrRQvXa/sNrteTHVyvzdyT0wa863qNqUTPl67A48seAQAcavshioqAf/8b6PZGVwyaf4axksJP+1ZgxL8/MZYNIyJq7CLWM3vnnXfiyy+/xPjx49GlSxfMmjUL1113HVasWIEhQ4ZIP1dSUoJhw4ahqKgITzzxBGJjYzF9+nQMGzYM6enpaNWqVaS+AhFRcPRqr77mbVt3JVafnNbRtYWuseZtJ/dGDSVtXdvwJmciM+YIMOQn45bnvDIQhzb3APq4jl9Z/TpOvHM+5jW9FADQbnof/PPvTfH97h/w4MInMfOcY/jz6GrEx8Rj/vJtuPScc9GuXbi+MBFR5ChaBJqv1q1bh0GDBmHatGkYP348AKCiogK9evXCaaedhlWrVkk/O2XKFEycOBHr169Hv379AAC7du1Cr169MGHCBDz33HPSz27atAn9+/cH7gHQ3tavREQUOE3xLAUGuNa0TSz0HBefBjQ7ClQ0AxKKgaIUzxJiAFAdH/BWwPFoikqUoPmxK1F06hJMvOA5vPjrEzht1Rz0Gv4NFtz2Af4w7Qlc3exRnDFsOe7oOxqFJ50oLYlB8zaFSE5MDvFLExHVTs9rGzduNLJeICISZh977DG8+uqryMvLQ7NmzYzz//nPf/Cvf/0LWVlZ6NChg8/PXnDBBVAUBWvXrvU6f80112D//v3YvXu39LkMs0TUoIhhtzLJs+qCTZLyB6K01TrjODXjGWSkTgZOtgdaZOPSPeuxvOv5wKoJwIUv4S7nGnTtfxg7fz4XWV0n4cYWz+HBUWdj1y4F+9SfkFzZCxf1PQ0AUOWsgkNxIMYRY+uYiahxCzXMRqTNID09Hd26dfMKsgAwcOBA47qvMKtpGrZs2YKxY8earg0cOBBLlixBSUkJmjZtGp6BExFFkiLUFmwOsgA8QdYdnDOafao/HACwvHy667DPLADAzM2zgJh3gequwLE9WLG2AM/s3Y/8tFHAxS8AOX3x8oiHMO/9FGw/ZyTK9gzG6snTkL2nDY63WIKZ809gwcS/IKVtE+SWHscHi3Zh/I2XIqmpCofiwIGcApzethXi4mz/qkQUJSISZnNycpCSkmI6n5KSAk3TkJ2d7eNTQF5eHioqKqSfBVyTw7p27WrvgImIGjs9OLdxr6yQ6N7xrPdc16u+3u65c1yv+iYTZ/6EfMAVZAEgZTMeXX0X0DUe0CqBLosxdM5iz3NaA+f9912cjNuNFo72OKlkYeaTdyE7aTFu7vgA5h3/FwafeAtZLebhxaFv458/j8Ufmz6LnYkfYcrFM/DG5pdxLsZgR/xHuP/cSch1bIEzpxeymnyNoW3+hK7dVOQejccJ7EZL9Sx07dwEmgYUVRShuiIBpyR71uvVNEBRbP8liaiORSTMlpWVISEhwXQ+MTHRuC77HICgPktERAEQq8D6dr7x7mURmh2r/fO19PKeTNzueoVrCbGMVjMBAPOO/wsA8Evr+wAAd6ztCTRRMbP8BkAtwUUztwIpmzH/xByg9V7MXr4O6PI/4MAwoPMKYO/VQJfFQPqdQJ+PgH1XoPVZWSjYfBm0Ph9A3XsF+pwXg0PbUpHa6wh2/B6Lawadga3bNFzW7wws2vArbh10MdK27seYiy/Beyu/wF8H3YJvt67C3waPwMyNn2BE99FYkvEdbut9O77PnI8hLUdgfdEiXNfxNqSXfodU51XIiPkf+ib9EflJvyL2RB9Utd6M5OLzkXxGJk5mpaJlaiYKs05Hl54nkX2gOc7oUoZdO+LQ77xY7NsP9Ogajx27q3BujybYnVGC7qnJ2J11Emd3aonMo4U4s11r5BSeQEpya+QU5KNDq9Y4VpSPts1aIa+0EK2btkRx1UkkxTRHuVqCJjFN4VTK4VATocVUIEZLgBJTDc0ZC0esE5ozBrFxGjRVgeLQoDoVxMYqcDUdatA0wOHwpH7+SwDVdxEJs02aNEFFhXkh8vLycuO67HMAgvosERE1MA7V9aoH6JTNrtfWe12vXf7neu28wn3srgD3+cj1etZSnACAvu65FF1/QHopgDOB3FIAnYEvjgJoC+w+COA04NUDHwPNgE2bXgCaAo9udS2H9vMvzwAAlm2ZAgBYuNoVvD889CgA4J3Mh62/zy/u1zUAnLHAqmpXe8f3cYCiAsucrutqrOt4YSzgqIJSnQQtttT1Gl8MpfwUaIl5UIrbQ2uWDaWkHbSmR+AoOh1q84NQijpAa34YysnTobU4CJS3BBILXOsYNz0KVDZ1/aalrYHEk67XJnlAdSKUGCe0ykQoigNabAkcaiJUpRKOqhZQ4wvgqG4GNbYIjvI2UBPzEFPdDM74AsSUnQo1vgBKdRLU+EI4yttAiyt2raUcXwyloiUQWw5Ndbi2iq5qCsWhQoMKOKoBZxwUOKAp1VAUV2CGGuu6Brh+D2cC4HBvQx1T5VkNBHo7Tm0Ju0bLjuaAosXU+HyNS2JrjwZzu494PxsocMD50hFb7xnNIhJmU1JSfLYS5OS4Zum2b+97dtYpp5yChIQE432BfNbLjwAShXO9/5+9Ow+TorraAP5W9ez7AgPMsC8DssuOKA4IsqiAkUWiEVHRxBAUF+ISxKAoMYkmbjEQPzcUVzSo0SgqggooixoVFVCRHUEYmH3p+v6orpqpW11T1T3dXT3T7+95fIqqrr51p0E9nD73XN8/REQU0zzlrVCbfAjxJ7ugOn0Xkn4ahoqWG5F+eAxO5q1ByoFxKM9bi/QD5+JEwSpk7bkIJ/P/jbS9U1DadjXS9k5BZf47SD5chOq8TZD3D4enYCukn/ogLncPqvb3QErbHaj6KR/p2RU4eSgXLVrV4HhxDXJz4vDz8SoUtEzH/p/LkJ+djYOlR9Expx32nNiPtnHtsK/6B3RK6I290rdoW9sDe+Uv0L5mIA4mfo58pTcOJP8PeVWn4nj6l8it7oeKpH2QK/JQnfUdEko7IT6tBBUnkxGf+xMqijOR1OoIak+2QEpOFY4fk5CRV4myUg8yU5Jx9EQ5sjLiUFJRjszELBwtPYHs5HSUpBxHipSN4oqTyErKxHHPEaR6slGNUiRLmTiZcBSJSIciVyJOSUVVUjFQk4S4eC9QmwRvSim81fGIjwe8tR7IcdWoqgIS4+NQ6wXi4xTUeGshIw61XgXxHhk1qIKsxKPWq0BGPHyRZr3fOTXAlCTfVQmQfK8rCuBVtHsUeFELBV5I9VLMYihs/Zp10Cw1GFDXnyl37dOsXLkSK1euNFwrLi62uNuZiASz/fv3x9q1a1FSUmJYBLZx40ZIkoT+/fv7fZ8kSejTpw82b95sem3Tpk3o3Lmzs8Vf48FuBkREUcRzsgNq03erGUtPDRJ3XYDKLi8h6cAoVLR5Dwmbr4e33/+hYO812N3pdsStX4wWp7+Mwj1LsK79RGR+8BC6jX8LhYduxg8Ff8GJTb9A77M3o9Xhmcjr+yneey0Po849jPLvBmD0mBq89NpJjD3Lg28+z8DMc9tg1Zp9OGt4C3zyeTGmjuqOj7fvQ59ObbB1148Y1ac7Dp04jtyULHx/5AC65+cDUi1kyYPislJkpqTC42vYUOv1QoIMmftpEjkyc+ZMzJw503BN7z4VpIj2mf3LX/6C6667DoC6I1jv3r3RsmVLfPih2iB8z549KCsrQ/fu3fX3NtRndsGCBViyZInlc9mai4ioAVo/27IcIOVndQeyjH3A0W5A7g7geHsg60fgUB+g1f/0wBOHegOtvqgbp7gdkLmn7rwiE91zT8E3J7YgWcpGeZmEf01cgWsfewoThxbine/ewRuzX8QT77+PQV074PFPnsfyGXfjpHIYKZ40rNj6Iq4YfAk6dlSzXh9++yV65PZEbq56zgCSqHlpEn1mAWDGjBl45ZVXcO211+o7gG3evBnvvvsuRowYAQAoKirCunXr4PV69feVlJTg1FNPxcmTJ3HDDTcgLi4O9913HxRFwbZt25Cbm2v5TAazRET1eGW1LtXrAeRaYN8goGAzcKS72tXgi+lA7+eBD28ERvwZ2DUG6LIG5xxei9fzioAdE9BnyDFc3XY5Fm0/H4fX/BI3XO/ByOxfQsn4EU+v8ODXc+KR6+mAHu1bYutnlTjlFCDOIyM1gS0Uici/JtFnFgCeeuopLFy4ECtWrMCxY8fQt29fvP7663ogC6hlBbLwV+20tDS8//77mD9/PpYsWQKv14tRo0bh3nvvbTCQJSJqErTAUjtqu4IFsduXSFLioEg1+nnh3rvwbfub1AVAaYeR/u7/oc/kd1ETX4mP8Xu02HktPvj7fTg6KQmj/v0IfpFzL1Ys7AmP7MGKjW8ia8QQnDtG3UL819gB3Fr/aV0x6U/G5w8bkAAionCLWGbWDczMElHUqI1XV2Rru3ppX+2fbA2kHwSK2wKZe+u+6vftyKUrbQGkHgnokVfnrcTDP/wWiXIKKpP24vGOCioS9uJ48jbc8ekcvH/eAQwcKKHWW4unNvwXk06ZiJycEP/cREQ2mkxmlogopmnBbFkLIOFHoNwXzJa1VIPZkjZqMFvr2wrr525qMKttcXu4d11LKgCoyFDbLGm8cXh20qu48MYPUXTuIZysOoH7r7wQv/3mQniy9mF/6V6M6gYAbQG0xe+n1LUF8sgeXDpiYgQ+BCKi0GMwS0QUTlq5gNcXpFZm+q77emR7fH20fzoFKPgESDkKADglYTy2432196anGnPGjMXyXWsBAL1yTsV1g29BIjLxm3lleHZZAXp3ykP7zPaY+vZ4faU9APTsCQAF6A7zluFERM0Bg1kiij1atlOjZU3DwFOdhdq4w3UZ1+J2ameAiiz1fPdIoMW3SN8xByf7PwnsmIC5s/Pwp7HzkHrXzcCBU7H5jw/j1DanYuTGgXjjhTZ4amFffSX/RR8Lz/OAiCimsLEJETVfXovIrjpFPdb6/j5fG7qFSnE1GYbzjKOj1V94fIu51ixFygvvAt+eo55/NwbKIgWfrvcV9h/viAcmPoCU+BQsK1qNh0a+goH5AyFLMi4ePg5P39uXLamIiOphZpaImq+aJHUbT61TQHUSEF+hBrMJpUBVGpB8vC7oDUEHgUylE47iM/28y86/Y/PROLUPa8f3gfJc7FnXB/+37Qfc+AGQ5FFbVnXO7oz7z3gWQ86bpL93zpnnNWouRESxgH+/J6LmS/tqX8vEVqcaz6vS1aPiMV7XVIv7YNvrGTfJcJ7pycPK6U9hzKBOAIBLZqYgJweYP+oS/H3UE9j77jn6vb8bPQNDByQH/EwioljGYJaImh/Ft1+64vtPnB68asGsL2Cs8m2v7bUIZssD72U9Kf124IGvkVatBq833QRceCHw0hV/x4opz+Kxf6i1sh7Zg3kjL9F3tSIiouAwmCWi5kergRWDWe1YIwSz2n0n2hrHqTTWv/qzZPDjwN6h+vnVv5FRsa87vrj+fbxx0RsYM0a9npGYgYv6zWC9KxFRiLFmloian5pEIK6yLkjVMrI1vrIBLdjVglutzOB4J6BtvfYAFZm2j7p5wizEfTELQ8/5GqnZJUjxDdkhsR06ZLdr5A9CRER2mCMgouZHz8wK5QNar1epVj0Wt1eP8WUAgDGDOhqGGTnMmJmd3H0yVpy5CXjmVfyz75f48dofIUnAggXAmb16YFD+oFD/JEREZIOZWSKKDK2jQARI3gQo2jOBurICbUFY7g71uH8g0O8pIKkYAHD+6PZY8x/ofWivP+O3WPfsWwCAt8btx8hBOUiMS8TY9UBeXkR+FCIissHMLBGFllVvVy2Q1CjhW/gkK4m+Z/jmopULnPB97b9fzaDOGH6Gev7tRNx+5u24/NTL1XNvHJRFCiZ1n4S15+/CqK37MPLUNkiMU8dlIEtEFD0YzBJRaIlBq9f3nxntq/8aLdAM3X9+PFXZhvO4E92Mz/j4d8D/rQd2TFTPt5+PmoU1+Nsdvo0KvHFYVLRID1bx5TR9rDP7dsa7/85HYmLIpktERCHEYJaIQkurSxV319Ku68Fs6DKzSTWtDeeJRwerv8j8UT2WtsTp7U+ve6akwCN7EC9rNbRe/b375p7ARwueCNnciIgovBjMElFoeS2CWC1jq28dG7pgNgXGfrBZ312ubherbRmreLBmDbB8mfafPAUAkJ6obprQ9ugl+nvzc9MxfCiXExARNRX8LzYRhYa2FawWtHqF4FU/CpnZECwMS0KO4TyxuhXwzGvA5Mv0ZyUmAikpWmZWzcQmeBKgLFIa9WwiInIXM7NEFBpemyBWvK5lZsUa2yCkKwWG83g5AY89Bpx+hlY+oD5rbOexKEjpjP/89YJGP5OIiKIDg1kiCg2tvEBbdCWWFWivm+7TglsY39eABBi3nT2jcinw9p+AE2pQG+fx4NJLgcKuajeDKy5Xn9UytSX23rgLE0YIO30REVGTxTIDIgoNrSWXFqSKmVi9rEAIZiuygKQTdePUJAKe6gYflSCnoMpbpp+nJ2QAHy6AfNrf4QXQv5/6rKVjlqJ1WmvcMbow2J+KiIiiHDOzRBQaihDMWi340q5rwW1FlnGcWvseWK0SOxjO09OBL74AhnTtAgB45BH1esvUllhy1hLIEv9TR0TUXPG/8EQUGnrGVQtatZpZLXiVjffBIpitsQ9m7+n/GvD8C/r5jTcCvXoBr//qFayfvR7JyUHMn4iImiQGs0TNWRh32TLRd/7SygnEMgOh/KARmdkpY1oDX01FN2kcAOjBa05yjtpPloiIYgZrZomaM68H8NSE+RkyIHutF3aJNbOlecb7KjMMw0m1SbBrliXLgNcLAG9Asb2biIiaM2ZmiZozrY41rCTjsxShNlbLxEq+oLOkle9cbZt1ycxUw2j9epszs08O+wJY8QamlK3Gml+tUd8uAZIksR6WiCjGMTNL1Jx56wWYUpgymPU3PwBQt9BLaMmVdFw9lvi2nk0oBQC0yDAGs4meumA2WU7DvOG/xS+G98Kfk3vhniuAbp1D/QMQEVFTxmCWqCmyC061r/61bGk4yg30nbssWm7pfWV9c0j5ST2WtFGPvl2/UuKNPWMnd5+MTfs2AQD+Pewkxo5Rr3/+eWinT0REzQO/nyNqisSFXV4tgNQysVoQKwSYISR5hVpY7T8n2rPyt6jHQ/3UY3wFAOCe23zBrG+DgwndJuhjHrrmJG46/SbMivsP8ORb8ESiSoKIiJo0ZmaJmgPFA8C3CEuu9WViq83BbQh5ajJQE1cOLTMrVeSoS7G0YHbT74BO7wK7zwBO/xOwYT5uvykTs4ecgQVbABzvAOWvew1jZianQZKAf1w3AX2SgKKikE+biIiaGWZmiZok7at9ISPrtcjIekMfzMbVZBqeIR/r6ntBzcBi90jgsfV1gXRlBhYVLUKCx5fR9VMmoWVik5OB669XuxYQERE1hP+rIGqKFLGDgE15QRjKDOK9WjCrzkU+7gtmM3f77pCQk1Nvrr4WWnGyb26+bgYAMKT0j8BT/2VZARERBYzBLFGTJCy6MmVkhc4CYSgz0INZn7h9UAN9wwAAIABJREFUI9VfHOyvX9u6FVhylzYVNZiNl32tuur1h11/52349o2zIUVwjwciImoeGMwSNWViECuWG+gZ3Mb/qy4pxhL7+FotmFWf4SnpCNzuBX4YpT+7Qwdg0ECrzGxdMJuQAHTr1ugpEhFRDOICMKKmyGmZAcQesMHzKAmokerae8V7fTt3+coFZMTVPa8eSbgmSRLayUOQvHtpo+dERETEYJaoKbPKyOrlBqErM/AgETUo08/jlXTfL8oBADK0Z2gZVyGwrZeJ/XHhpkbPh4iICGCZAVETJWRcTQu/hOBVzMxWJwX8xDgpwXAeD+POXR7Zg0ceAc4803fBF0hLkrHMgIiIKJQYzBI1RWLG1SqohUXNbE3gwawHxmC2+8/XAF9dABzuqT5JicNVVwFDhhqD1oFtBiIjIQuv3X1xwM8kIiKywzIDoibJIjMr9pXVW3MJmdmaZADHA3pivJxgSK6mohXw/IvAlQMBAB5JfYaiGMsMspOzUXzzsYCeRURE5BQzs0Sh5o3Av1ZWmVlTcCtkZrXz6pSAHymWGeg9YX21sLLwd+Old7PPFhERhR+DWaJQC8MGBZZMXQvihOvafUJwW50c8KPiPf6D2ZRUXzDry8z+ZvBvMLDNQMy9YEDAzyAiIgoUg1miUItIMCuWGYiZWrFmVthEoTbROJyD1l2ZnjzDuccDVFQAXbuqweyjy9Wfu3N2Z2y+cjNSE1JNYxAREYUag1kipxSHX5uHM5i12gxBrJUV76vVdt3yqTVmWU2ZXD/m5q8AXn5cP09JARITgbRENWgdN45lBUREFHkMZomcchqkhjOY1ccWuxQIZQZiJrbK1xNWD24DD2Zzk/KAz2bp50uWqMfnpz6Pf533L0fTJyIiCjUGs0ROWQWpXmFxlZ9dsMI2B3Fhl6nMwKcy3XguZmodBLOnnmo8z/TtZluQUYDLB1xu+34iIqJwYDBL5JRYZuAVvuIXA8twsCozEGtoxR3AqtKM9wWRme3aFVi1ChjT7tyAp01ERBQu7DNL5JTfrKhXCGZrwzwJIVC2zMyKZQZphvuGDIrHxyfqhslI8+CE1zh0y6Q2+KnigOHa+ecDk7yvoMZb04ifgYiIKHSYmSVySl9kZZWRjUR/2QBrZmVf0ClkZju0NWZm01LNf699efxWYNknpuse2YPEuETTdSIiIjcwmCVyyiqQFDsJhJFktxmCOJf4UvWoBbOSmn5NEHrGxsnmYLZVamtg/yBM2b0TO363IyTzJyIiCjWWGRA5JZYTWGZmw9miyiaglqvVY6mvJ2x8mXrUuhl41NfFYFbbilbTPrM9CgqArCzg91d2QdecUM2fiIgotJiZJQqUvghLDGaFzGwYtrWVFOHvn2IAnbFPPR7roh4T1Mzs/X82djOIl43dDOpnZu/tsAvbrtqG5GTg2DFg2LCQTJ2IiCgsGMwSBcoqI2v1lX8IybUp/p+hHTN3q8djndWjpO7OlZag1cyq6mdmT8svwoMTH9TPW8Z1Rk4yU7FERNQ0MJglcswigFSETK1pcVYjCHW4ejCrPaOspe9ZvvOjherxeAf16Osv2z6zvXp+sg3y0/Nx1aCr9DH/ff57OLvL2bgr+zDw54NQlMZPm4iIKFJYM0vklFU21LLPbONrZ2UlHt567b48Yma2uJ16TPT12Vq3EPhxBJB6WD3//GKsf/iXGJw/WD2vSsW+64yLuSTfUKef2hIoBXr0aPS0iYiIIobBLFGgTBlZYcMC8b5GkJR4ABX6eV1m1qfYl3HN2Ksea+MRV9YONak/6bec3v50VNdWawOanqFlYs84Q62Rzcpq9LSJiIgihmUGRI7ZtMMKQ5mBLPx9U65NNT7jeEf1mFCm3+Mvs+qRtUDbOpgFGMgSEVHTw2CWyI64Pa1YI6ufhyMzawxmPd5U4w2HewOv/QNYd6t+6Z13gH88YrxNlmRtQOMLu8Y0eo5ERERuYjBLZMfvNrbwE9Ra3NcIMowttDzeZN/Y9bav3fxroCJTvycvDxg6WAvArVdz3VxdDaz4LxK5mRcRETVhDGaJ7OiBo3i02c5WzOgGQYbQzcDrq5nVtqm1CJglbVWXqUa27nzx7XHY/pWMjIxGT5OIiMg1DGYpuoUgIGw8oTtBBPvMijWzcVrNbFxFcM+oF9zGxbFzARERNX0MZim6hWHjgcDnYFcz6zvq3QwsgtlaY8mAEx6hzEDPzMaX+3+GLTaRJSKi5iUKIgWiBkRDZtayZjbAzGxtAgIlS0JmVlsApmVYxWc0UFaQf/I8YPW/Ap4DERFRNGMwS9HNKvMYySDXrhWXuCBMJ8wxmMysKZhNN83tiiuAggLjsySYa2Z/uHs1ft48NuA5EBERRTMGsxTlLILWiGZsA6yZhbBQTOMNfI8Sscwg/+DlwPsLge/O0p+5fDlwzTVaplZ9pr4ArJ74eCA7O+ApEBERRTUGsxTdTPWqYmAZgaDWNAe7YBb+z4MJZiVjttejJAHvLa7L8trWzLJGloiImjcGsxTlnAaSYQxqrYJUbcGXV1wQZlEzaypDsOeRhR3AxH9jLYLZrCR1K6+z+ncP+JlERERNSeCpIqJIqh8gSorvvDYyQaxOyAKLXQsgXvcxZWaDCGbFbgZ6JYPie7L/YLZ9Znt8etWn6NOqT8DPJCIiakqYmaXoZlp0ZbVxQTgzs3Y1sxaZ2Jok43lQZQbG94ilsFbBLAD0a92vbhtbIiKiZor/p6MoJ9bGWgSUkZyD024GYjAbTJmBZFVmoGZmxWB18OCAH0FERNSkMZil6GZZGyseIzAHMZC22iRBO9YmGscJUZnBJ58Ap43Qnqw+KyVe3UzhtluFZxIRETVzrJml6Gb7Fb8QaIZlDlZdCmw6LdQIgWUQmdlJSfdi+8ZMoO/TANRgdtAgIHW7r2bWV3dw5cArIUkSJnabGPAziIiImjJmZik6eS2yoaav/N1szWVRAqExZWYD/7tj6/huwKoV+rlYM7vyGfVCvCceVw++mjWyREQUc/h/PnLOjY0KrOpUTZnacM7NYi4aq1IIMTMbTJmB8BatZlbx1cyefXbAQxIRETUrDGbJOVe2kLXbStYX7Unh3BzAotTBqgeuRszMBlFmIPaVvfhi9dgxsyMA86YKREREsYbBLJlZBq0uBLNWGdiIlhlYZWKtgtnQZWbjjeu/MG2aevz7hL/jvVnvITk+OeAxiYiImhMGs2RmFSBGNDPrsCVXBMoMJMsMrM3WukJmNinRPpiVhX8lZ81SF3yJUuJTUNSxyHY8IiKi5o7BLJlZ9m51s8zAZkFYJLoZ6AG2Rzj3vV4jZEmFzOzQwcIGCH7+9ZOFuoLERLUVFxEREfnHYJb8iILMrFXW0zKoDSGvcUzJsmZWUJGpHuVq9ShsmuCRPcK5eZx/jX8W+Hqy6frTv3ga5xWe1/C8iYiIYhCDWTKLippZp7tuhb52VlLixSv+56Zdj6tQjxVZ6tFTBQA4/zwhmBUWa/lrozW52wXAs6+Yrv+yzy+xeuZq27kTERHFGgaz5CcQjKLMrF1/2TBkZiVvvHCeYHymOLfEYvUoBLO9eiQYxhEzs/6CWbGPLBERETWMO4CRGqQ5am3lQmbWhTIDSRFqW2uNGVZTQJ14Qj1WZKtHXzCbFGd8X5xsHLehtlp9dqzAFb87GsCsiYiIYhODWTKzChBdqZnVnu1wAZhXBmRv455sG8wKz9aDWV/NrKdGvRxnXADmpMwg2beG7LJBF2He0MDmTUREFIsYzJJZNNXMis+2LTNo/BzFmtm6YNY3dmmeepTVoBVxaiZWLzPwETOzYpmBVK+mIE3Kw9juI5CQAJSW1gW1RERE1DDWzJIfQsDoFRZbRXIOGqfb2IZgjrK4AEzrF6uNXdxBPaYdUI9VKeqxrIXhbQkeoWZWyMwmx9VFrIvTD2HVjFUAgJQU1s4SERE5xWA2WkQ0ULRht2GBNwJ/bKx2+rLdsCAEwSyMwawslhkUt1ePmXvU47t3Imv1W0BJa/Xct9NX67TWhre1zWir//r2gY/g/Uvfx69bPwa8cyeUcO7GS0RE1IwxmI0W0bDrls4uUIzEnCwys1Zby1qdB/Nku5rZY53Uo5aJrUlC+k9joc/56yn478X/resLW5GBV2a8irvOuksfYkbXq9C9RXeMyr4UWH9ro+dMREQUqxjMRg03g1mLr+otOwpEYE6W29jazCUUZQYQalu9Qs1sRTbwyFZg7SL9eseOxjme3eVsQ03seYXnGmpoxUwsM7NERETBYTAbLdxcdGXZZ9bqq/1IsFoAZreNbQgWgAnrImWv1pXAF3EqEnDw1LpaWgCrVgHLl1k/26oGtndv9ThkSLCzJSIiim3sZhA1oqDMQOs3a9p1K/R1qY7mYjhaBNSRyMxqZQZxlca56M9S0KIFcNZoGfgC5p69kmIZzPbsCVRWAgkJ/l8nIiKihjEz6xbHQVgkg1mL3bYsa2jDyWbTBMs63jCWGXgqjc8QglbJsgWBuYagflkBA1kiIqLgxVYwG40dA3RRkpk1PNOqPtWF0gfLBWB2fWcDJwmbGcimzKz/37u6TRDMmVkiIiIKDwazrommzKxNBtYyYxtBthlZCK9bnDsgm2pmtcxslXEuAsnB79W5BzYCD37FBV9EREQhwppZtzjNzEaSXZ1qCLOf9nOx2NnLto7XTzAbYGbUXGbgW+jlqRbmUlczC9QrM2jgeXnVQ4EjAU2HiIiIGhBjwWwUBIw6hxlEV3bdCt+GBLb04NPhAjDbzKwMwBvQFGRhpy7TpgmK/6DVOjNbd9/ixWpng+7dA5oSERERWYitYDaaygwcZ2ZdWABmtwNYROZiEaTalRF4ha1oFQ+AmoAebd1nVhvTf9bYcgFYvaC3oAD4178Cmg4RERE1ILZqZqMqMysI4yYAAc/BtntBJOt4xXOr/rO+o1f4+1kQAbgkBLMpPw9Vf3Goj35HvCFmZgEsERGRW2IrmI2mzKxd94JIfrWvc9i9wJUdwBwuRqsV+lwFEcx6hC8sEku7ArcrwIEB+jN37gRuu83p58Bgl4iIKFxiK5iNpsys7a5bxsVFEZmL0y1k3cjMiq25rOZSK5YZBJGZFWpm68oHtN8LCe3bA507WY1Q93uWcOg04NVlAc+BiIiInImtYDaaM7NOV+eHk6mXq0WtbFS05hKua0JQZmCqmbX410SB/QKwlWM+xIC4XwU8ByIiInImtoJZ2wAyguyCV1fmZldmEIEA2/LndlhmYFoAFopgNsAyi3oLvn7xC2DLloCnQERERA7FVjBruauUGxlbi8DRlVpZWDzbxUVpprICu9ZcFgvAvMbA1B8x8youAJMt+seKQa71drZEREQULrEVzFpm2KJggZNtB4FwsssKR0FZgbgAzOovAWLNrIO5i8Gs2GfWqszAGhd8ERERRUqMBbM+TnuYhlVTysxa7MYVVjYLwKzuC6LMQBaDWbHMwJRx9f/zO9nOloiIiEIrtoJZy92kXAhmoyoz62PKelotugrD3GyfYdVxQQxmG19mIAazsuzs581NyUW/FkOwYs4iR/cTERFR48XWDmDRnA2Nhm4GdtvYhvNz8noAT/2dugJtzWVRZuAgMytJsqEyIBEZhte1mllZVhrcGDdOjsOnv91k+zwiIiIKndjMzOqiqE7V9qv9MLLMxEZwAZhilUG1yqZbzCUEZQYjq5cAb/wdKGmlPlECTp4Epk+3eCYRERG5JjaC2UA3A4jkArCoqN8Vnm2361YYMrOSHszafS7CXLTgtRHb2UqS8Z4kOR3YNK/e60BaGhAnri0jIiIi18VGMGv5NbmLmVmtzZPdjlYRmZNdOUEkMrNxFs/WXrf4C0h1svG+YMoMhGfJ+lvU3yNt/Zei+O9ScNddto8gIiKiMIlYMFtcXIwrr7wSeXl5SEtLw+jRo7Ft2zZH7509ezZkWTb907NnT2cPtwsU3aiZtd0sIZJ/z9ACa5sMti6cmVltSg4D6xohmA2mzEDIzOrNCyRjMFvvDgBA15yuAIChXbvbPoOIiIjCIyILwBRFwcSJE/G///0PCxYsQG5uLh5++GEUFRVh69at6NKli+0YSUlJePTRRw3ZsczMTIczcPi1uZu1kBH4Kt+ezWK0MH4+kiL+UXRYZlCTZDw3lRkE0c3AJv5NT1ePI9qPwJ75e9A2o63tM4iIiCg8IhLMvvDCC9iwYQNeeuklnH/++QCAadOmobCwEIsWLcKKFStsx4iLi8PMmTODm4Ae/9p0M7DcZSqM7DYBiCSnQX4Y5mYKZsWMqlWWuDrFcNqqZTwOGd5nP1fLzKxYZuA7/89/6u5lIEtEROSuiHyX/dJLL6F169Z6IAsALVq0wPTp0/Hvf/8b1dXVjsbxer04efJkEDNwWDPr6kYFGjfm5DTIF+4P5QzEYFbMsIqfh6dKPQo1s+dNNL6vS5fAywzEzKx4XpDPbgZERETRIiLB7LZt2zBgwADT9SFDhqCsrAzffvut7RhlZWXIyMhAZmYmcnNzMXfuXJSWljqbgF3HAFdbLVnVzEZwIZjjID98n5cpmK1NEJ4pZGbjKtSjVjMrqR1g42TjOMlJjVkAplq2zHYIIiIicklEgtkDBw6gTZs2puvatf379zf4/vz8fCxYsACPP/44nn32WUyePBkPP/wwJkyYAK+3oTb2GqdBWiQXXdnUp7rR1cCq32xEF4CpY0veBOMN4hy0YFbLzEq1AACPbKyR9Uj2NbMej/H3/ayzgMceAzKz1LKC3r3V65f0vQQAkJeaZzsmERERRUbANbOKoqCqqsrRvYmJiQCA8vJy/df1JSUlQVEUlJeXNzjOkiVLDOfTp09Ht27d8Ic//AEvvvgipuvd7K3YfY3uZobWvQ4CJlbb2UYgsJbE1ly1iQ3PxVOpHrXMrOwLZoXgVTK3IjB5aOKDmP7AXUDBZgDAiBHqPzfcA6BeBcy4ruOgLPLfnouIiIjcEXAqct26dUhOTrb9JyUlRS8fSE5ORmVlpWmsiooKSJKE5ORk02t25s+fD0mSsGbNmgDe5d7X6DrHJQ8RzMTqLM4tA+zQkSAEoVowa/V7Y5GZFcsMxHpYf6b0OB9Y/onpugIGrkRERNEu4Mxsjx498Pjjjzu6VysjaNOmDQ4cOGB6XbuWn58f6DSQlJSE3Nxc/Pzzz/Y3v10FJAOoOa7+xN5SoB+ALi5kZhVJ7V/qtKwgnHPT5iI+02oOOj/3SY0L/Mw1s0Imv6yFekwqVo96zayvNZdcAyC4MgO7VlxEREQUGitXrsTKlSsN14qLixs1ZsDBbKtWrXDJJZcE9J7+/fvjgw8+MF3fuHEjUlJSUFhYGOg0UFJSgiNHjqBly5b2N49JBDqUAydzgPQDQHk6kHwMKLPKgoYzqPWNbbsDWCTm5PSZNmUGIQhmZfGPYq1QM7t3KND/CSB/s+8NvlppvcxAPReDVyeZWatgduHIhbjx7Rtt309ERETOzJw509RqdevWrRg4cGDQY0YkJzV16lQcOnQIq1at0q8dOXIEL774IiZNmoT4+Lpdm7777jt89913+nllZSVKSkpMYy5evBgAMGHCBOcTsa2ZjcDHYVdWEMkNC0xBqVCXGsFAW8zMSmJm9mh3oCoF+PRS43WhNVcwZQZWZbXXDrsW1QudtY0jIiIid0Rk04SpU6fib3/7G2bPno0vv/wSLVq0wMMPPwyv14vbb7/dcO/o0aMhy7Ie0B48eBCnnnoqZs6ciR49egAA3nzzTbzxxhuYOHEiJk2a5GAGdrWy4n0ucHPjBnEO4rlpA4PQLwgTa2ahdTPwtdyC1wPcVQp0+w8w6J9199U0PpglIiKipisiwawsy3jjjTdw44034oEHHkB5eTmGDBmCJ598Et26dTPcK0mSYQV6VlYWzjvvPKxZswZPPvkkamtr0bVrVyxduhTXX3+9swlEQ0ZWZ5MNtWwTFs4yA7vXbYJ+bxzgqQns0UJpQl2Zga81l1ZmIFcbrus2zEdBTjb2HexvuCzWzAYSzKYePR2lueZyGCIiIopeEQlmASAzMxPLli3DMpsO9N9//73pfU888UQjn+60i0H4V+3bf2Uv3mdxHtK5aBwuADOd2y+yEkmQDN0C9GBWbM3lsWgDV56N83MX4kFlr+FysJnZu+4Cpk57H507s4MBERFRUxKb38FGU59ZuyxxWOdkF6xa1e2KmdnAg1nxj56pNZdWZqAFs/qz64LNv/4VWPue73pZLgBgSMEQwzhiplakLRi7+WagW1fZ9n4iIiKKLrERzJqSbU5raMPBpmOAZelDNC0AE3gDT/CbtpC1as1llZkFkJAAFHbzzfFwL5TcXILRnUYb7umWYyxjKcwtxG09ngfeux3zKg/i8I2HA547ERERRY/YCGaD/fo8HGx7uTpshxUSDlpuNXSffgwmm2kc09zNQMjMWrT+ql9fnZqQanjt7Qs/wt/G/00/XzZoMz6Y/QGK8qYB7y9CitIKOck5QcydiIiIokXEamajguXX55HsIOA0MxuBrLHjHcDEr/j9LAALkGRbZmCfmVXfZ/25DCsYjqR6U+uePhAtU+tacSksjyUiImryYiMz63QL2UjWzNo+O5KZWbvPRyw/aHzNrCSUUchWNbNxYs2sPoB60CJTP5lbsX+sGLwymCUiImr6YiOYtd3ZKoK1s5ZBazS0CXOYNRbPQ5KZNQbMpk0TTHPSzqx/r6w2Q7C6TkRERE1PbAazrmZmHdbMRqTPrChyrbnEiFIPZhW7YFYcJvBgtmNH9XjGGY4eQURERFEstmpmNZY1si4sALOrmQ1noG03ptPPKZgyAzEzq1iUGdiOE3gw26EDUF4OJCU5egQRERFFsRjJzGps2mBFJENr0Q7LdsFX6OdkCgRtF8hZCHLTBOO58RlxR/upv/hutH6H33ECyMzWr5FlIEtERNQ8xEYwaxmcWgRvFm2gQsumDjWSJQ9OW3BZ3R+CPrN6NwNtYVd5C+B2BTgw0OE41gvA4pQkoLhtwHMkIiKi6BcbwaxdNjSStbNWY7vRZ9a2JZnDLLFYZuBgrmImVpa0YNbre908RkGBn3EcZGavrSgG7t9lOyciIiJqemIkmBXYZmrDySKwdtxZIITE8oBgg3sxM+somBUys9pcpFr1IJkzrps3A/fe2/A4htd8L3mQANQmsBUXERFRMxQbwWywvVwjsujKbm4hzBYrFgGk/rpFBwUxk10bL7xPrJkNPDOrn1tlZhUJrVsD3bsL4zjIzLIVFxERUfMVG8GsWAtru+gqguUGkayZVcQOAmKtq8NyA22rWb3PrF1Q7GdEsTWX5HuP7LWZi5Gsva+BTRMuughISAD69XM0JBERETUhsdGaS4tzbHu5isIRzNplZsPXzUCCDAW1dRcsF27ZBNS1Qtss8XMMpmZW3AGsgZ29jOPYLwDr3RuorLSdEhERETVBsZWZ1dit3g8ny1IGm04CISkzEL/a99g8wyLo94plBmIw6yAza7kDmHbu7OcNZtMEIiIiaj5iJJgV2QSUYe1q4LRuNxwLwMSaWYe//eLnoGdmtc8piJpZ0w5gFplZu3EismiPiIiIolVsBLNBB6sRWADmdMvYEDAvqnIahApztC0zsP9jJduVGTQiM5v20yjg9YccvZ+IiIiattiombXMctos+IpI2YHYmkv8aj+UWWIxM2vRUsuuxEEMZoPoMyvORQxmnf5FQg9669XWFm54F1u3Ono7ERERNXGxkZm1rEe1aEUVkbnYdU4IsI2Ykydb1czqY9oF1j6hyMxKxnsSvNnC3ILPzN51F3DKKY7eTkRERE1cjASzIqeZ2DCWGTjuNwv/153Wu/p7hnamZ2atygcsAm/hvokTAv9LgRis9joxH3jlMeBQH/V1U5Aqnit+xwGAceOAr76ynQIRERE1A7EVzDquT43goiJTz1vhut37AmDqGCDWzIrBrP4s7at8r9/7ZLnxmdk4KQH49FLDM4cPBzIzje8z7RzGlgVEREQxLbaCWZ3DjgGR6GbgtDWX+LpYpxrEs01lBuJmCOLnJFcb7/PxSIHXzNoFobIk4aOPgMsvd9pnloiIiGJRbASzth0EbFbxh/LZprGt5mITWJs6EdgzZTVNmdlE/8/UMq0eLZiNN7wuZlmdZY2FBWDCW0zBrsXnWHdfw0EvERERNU+x3c3A9qv8UASzMiDVGs/VXwjPsGsbFoLMrGk7W2HTBLsyA1NmVr3ukQPvRCAGwHWxq/i5NEyChAJ5ALIP3e3ofiIiImpeYiOYDXbXrZA82wPU30LWqpuBic3rQdXM2mR3rYJZ7X0e/2UGYmCamiKjNMC5iIlYx5smSBL2Ltzi6F4iIiJqfmKjzEBn9xV+6BeCmYI28Qbb7gUWmcqgygzEzKzwd5kaX5mB7Au+22xTj4f6+q47q5lNT29MZlabq3pBYfkAERERNSBGglmHGdhwbJpg28vWrmbWKgAPQWsuqwVgnir1+Oks4GA/4LuzjNdtMrOmGlo/bINZi9ZcDG6JiIiovtgIZsX4x2pzAJ1dCUAgzw6wxVYYA23HC8C0oHXvcOCRTwGvb8GXXOO7zxfM+lp1mQLTxtTM+nbysisz6N/f9hFEREQUA2IjmLXNhopCl/2z3mVLOw+yxCGcmyZo5QT6s7SaWV8wqwW3voVt5sA08E0TTG+x6l7ge9+UKbaPICIiohgQI8Gsj92uW2LGNgxlBqYOAibCXCxrakOwaYKpzMAXpGqZWatn60GvmpkVa2adlBnkJhQY52JRZqAoxr9YDC4YjERPImb0nmH7DCIiImr+YiOYtdpdKyybIhiJAaRp4ZZVUGq3I1gIuhmYFoDpNbNCZlakBb0+wZQZ/KHnU8DTr9W9RwJyc4GMTMU3pnGMe/6sHluktEDFHyrQo0UP22cQERFR8xcbwazI6Vf7QX2VL4woBK+mOlXb/rI+XmMAGZ7tbLVuBmIwK8wzSYk1AAAgAElEQVRJ7GYgB56ZnXR2NrDjHP08MRE4cgRo21Y979fPeP8Zp9sOSURERDEoRoJZp9nPcPSZFTOqQp2q7Q5hPl6xJXAQcxSynXpwK26aYMrM+r7qP9YJALDhP10MrwZVMyvc8sc/Gs+ffNL5WERERBS7YmPTBJFtNwPYXHfOOhuq6Hc0/EzfuRjMhqTMwKY1l+ibSTi66jbTOMG05hKlpxvPU1PVo1gzS0RERFRfjGRmNXZbx4ahz6ypZtZqkZlNuUFYglmLbgamYLbufTnJOaZsaTA1s1bE4PXivhcDAGtkiYiIyK/YyMyaFl0FuhNY8EzZT8tyATEDKQS1tWGomYWQJdZ2AJMazoaKwWow3QycGpg/EMoiZmeJiIjIv9jIzHrFdlhO+8yK2dEwLLpyGkCHs8xA275WWwBW7x1+x7HLzLLOlYiIiCIkNoJZUwcBjc3OX16HbbQaIJkWgFkE1uIcTGUGYmY2mB3ALDKzkhbMJsAJPSg+2Qap8amY1X+W4fXGZGa5XS0REREFIkaCWYu6VbusaAg6CNhuVGDZQSEMNbNiBlWrmfVtS4vi9upx5ziLEYRAsyILJbeUoG+rvsZxG1Gm8fDEhzG289ig309ERESxJTaCWVOG1eGCrxAEkOZnWGWJLeYQxm4GMoRgtjIDuF0BvhvT4Jzqygj8Z1Ebk5kd1WkU3vrVW0G/n4iIiGJLbASzegDpsJuBft0qCHbOlJl1GpSKzwrJAjCbmlnFHKTKhsdIfscRXTHgCtO1p4o+Al5/yHDt8GEgXo433UtERETkVIwEs2KZgZiZdVhmEILMrGVvV9P9Ydg0wfQeoWbWz5jGYFYNcvXMrJ+uBz/9VsG8ofNM1/vnDgc+udpwrWVLYMfvduCjyz5yMHciIiIis5hozSUpHuELcTEjqwjnPmH4at+UJdY7CNhtZ9v4uZj7wfrOTZnZeu/x85hAamLnFjyBSyacAhxTz4f9/CAuvqju9Q5ZHdAhq4Pj8YiIiIjqi4lg1r7PrFU2VKxvDabMQAxmheiwRmyHpd1n180gBDWz2uciWe1GBhQWAl8cE8ZpoPWW+NLIzEswuAD48rh63rPkt/jtkEBmTURERGQtNsoMrIJSyxpYq5rZUPSZFf7+YNfbVZtjKEoehEjT1FlBpEh45x3gkUfEGToPZk1DsvMWERERhVBsBLMQWnEFvYVsEHWqYgApBrNaZlbfQtYX7VWl28wlBCUPpt9+cy1sXh7Qv3/Aj6obUTIeGcwSERFRKMVEMGtadGW5WYIgJH1mbVpz1QrBrKdaPZbl+gbw+p1Lt26Bz0WsmZWFudjWwkrCAjB/t4g/ruL/OhEREVEoxEQwa9ln1tSKKhwLwCwWXWnPFjOzyT+rx7IW6lHfatZYM9uyRQhac1llZsWrpvIE6z6zVkFrUpJ6bNnSbpZEREREzsXIAjCroM2i3EBjudmCc5a9XTVaay4xmC33ZWblGt9cjL9VwWxMIEmyIf407QgGydFmsg1lZq106gSsWgVMmBDwW4mIiIgsxUZmFkI7rJqkhm8P4aIrU/ZTHFMsM0gqVo9lYjBrzMwGFczaZmYDHMdPn1ktzu3iKQL2DTbUyJ5/fl2GloiIiCgUYiKYlcQgtDrZ/41ioBmGmln7BWA+4cjMCnPxeMXPwdnP5yQze3XKe8Dyj51OjYiIiCgoMVFmIInlAjW+IM5TqR61TGx1qvG+ELTmMheR+sbQsppimcG6W9RFXyfa+u7z1cwKwWwgGxfUTUUylBm0PXwFtu8qAbq+CXR6z8+Y4rli+2wu9CIiIqJIionMLLRsqNYZQMvMxlUa76tO8f1CKzMIQc2sIvaZFbaQ1UoetMD6RFvgnbvrnqVlZmsbX2YgC7/dHiQAHy6oF6RbL+wKFltxERERUTjFSDCrZUN9AaQWtMZVGO+rEjKzoaiZNfWZ1YJZX2At1szW3akenJYZeB3MTZyLEJs7zfY6KTNghpaIiIgiIUaCWV8AqbW50soM4srVoxZIimUGYdioQBKzxGKZAQBZRr3MrP8+s+bMrH30KGZmTcGsfm7ViktknXb1aB95bPwJIyIiIpfERM0sxGyoXmbgy8wmlKpHLTOr96G122zBnrmDgBhYa5nZGv0OWQa8wjiXz47Ho3vrjSNEonFxEmrEN5nm0nBkKUHCtGnAu5UKjjY8lCWtrODKK4EjR4ApU4IciIiIiMiBmMibSWKZgZaZjfdlZrUMrVZ+oC3OCkmZgfAesWZWKzOoR81mGoPVvr0bzsw6KREwlTzop3WbRjz/PHDjjbZD2UpKAhYvBuLj7e8lIiIiClZMBLMQs6FiZja+zHddyMyagtkQbpqgZYlrzMGsx2N+VrxsjAo9krAVrZM6VnEuprcE+POJfWaL27FWloiIiCIqJoJZvTWXmJkVg1nTArAwlBmIwWxlpnr88TT9Hn91pnGy0JpLiBqddDewC2ZN2V0xePezSYJm5JbdwD8+Y/cCIiIiiqiYCGZNC8D0bga+dlhavWoEygz0BWD1s8SLq4EtV+r3qIunhJpYORRlBg0vALN+n/2NKdXtgYpsZwMSERERhUhMBLN1NbPCAjBRVZrvPl+gado0ofGZWYhzgWTuVFC/m8H283HjaTdiWq9pxntMgWnjywysAmLFQbqV29QSERGRG2IimNVrZsUyA82hPupR23VL9r/rVo/uwbTmEjOoQpmBH4Yyg5ok3DP2HiR6jLW1wWRmLUsRpLoFYMH65z+Bv/0NyMwMeggiIiKigMVEMCuZ+sz6AsOD/dTjFxcib1k5UNbSd5//jQqcZD9Nz7bsM6tlf81j+iszMHUisHndn8KEM4X3+J+rIvSPtR677r68POCaa2ynQERERBRSMRHMmnYAA4ClPwNrb/e9LiEOSXWBpS9r2jrPWGYQzBayYsQo650V6pUZGOYqGcsMLASTmR2X9nvgnsNWUzPPpRGZWiIiIqJIiJFg1s9X+xXZdd0KJMWYDfUFvZdeYrfrlj3LbgamG+uynP66GdhlYp1kZj2yXJd9hpMFYDa1ssc62z6TiIiIKJxiJJj1/ZhamYGfjKMhgPR1N/DIgfdyFZl33RI3UbCaS8PBqhhYOwm0U1KEuTlcAObPoP+tA154wfH9REREROEQE8GsqWbWD38bFYgbEwTTy1UWF4Ap4g7CFjWzSsM1sqZNExwEohdeKDxZAtatAwYNVnzndmUGdZnadU+dgb07s2yfSURERBROMRLMigGkmb+v9k2ZWUeZy4YDQtNc/GRmb73VcIPxRd/itUv7X2oc10mZgVDhIEnAGWcAaVpHMoufz9/15GSgoMD2kURERERhFSPBrM2PqUh+OwgE81W+bW2rVc1sPVdeCezYYTFOVSpqFyoY3Wl0g88NjkWfWbvaWSIiIiKXxEQw6+TH9NdBwG7XLSfsF4A5z4bqr/l5KZh63iVLArt/6tSAH0FEREQUVjERzDrJhvotMxDrUoPZZUv4iOOqc4xvCGJXMSfPdaJbN+P58GG+PrO+Hb/y89Xreal5AICz+/YPfoJEREREYWBfTNoc2G1LK7bm8gmml6upRlY4zzx8DvDsKqDX80CfZ61HaSBwDlVmVqMFrytXGsf4+9/VY/vM9vjhmh/QPrN90M8gIiIiCoeYyMyaglk//JUZtE5rbTh3lJm16f8qQQK+Ph91QW+AZQaS//pVLXtan5hZtpOWanxmQkLdrztkdWhUwExEREQUDjERzMYX+75P/3GE/xv0BWA+352FNy96E7/s80vDbcHVzArZXTEgtCszsAhe6/vHmS/jvxf/13T9rQu2AK89bPt+q7mFZlEZERERUfjERDArV+QCtyvAvsGW98ycCehZUkXCuK7jbDcq8MccAAYaEKr3B5IFPbv9FOSn55uu927ZD9j8mwCfX9eSjJlYIiIiinYxEcxKsn1Qdt11wJ4fG77PSabSvADMbttZmzEdLBBTAuicNXasn/cLrbfmDpmLhSMXYnzX8c4HJiIiInJBbASzenmqRdQnKZAk+/uclRk4qJmtL+AyA2eRa1pCmt/rb73VwKN8c0uJT8HiUYtNrcmIiIiIok1MBLNOv+q3+1o9qAVgpppZq3cag1QlkHSr4Pacndg1b1cDzzLKSc6xv4mIiIgoCsVEMGtbHuDLjtrdF0zNrGz5EWvBqoS+fW2HrfcA+yC3paeL3+4GVh6d9Cie+cUziPfEBzARIiIiIvfFRDBrzswGt7ApqJpZU6su4Q2KhI0bgQceFMZpVN9Y47OKPv8W//vN//TXn5v6HC7qc5F+npOcg5l9Zgb9PCIiIiK3xERRpNO40C6AdJKZlWUA3npjmoJb83uSk4HUFCczRFA7hqVUdEPveona6b2mY3qv6QGPQ0RERBRtYiMza/fNvO+r+5CUGQjRagbaC6/bDmHzAPsyg0aU2xIRERE1KTERzNYFmE6jPP/3TekxJYBnqUZJi4An3wbKs32vazdazMWUeXUevM7I+ROwcZ7t/URERETNRUwEs057uTZUZlB8XQ2uGniVgycZx4iXE4DvxthPMQTOyVoAvPl3/TwrC+jTB1i4MCKPJyIiIoq4mKiZ9ef554FH1wPmTWD9i/N4HJUI2C34CuemWuLYcXHA55+H73lEREREbouJYFb2s1HBtGlAUl/gv8/WXXbSrcCO9YIvq3IByfeqIly1mgtrZomIiIg0LDOof1cDadNQdUQwv8zIk4iIiChYMRHMhiLjGqwWLepmESnhLGUgIiIiiiYxEczqrDoIiK25/NznODMrBK1z5mi/UvRxevUCcnLq3tHwgIGXFbDMgIiIiGJFTASzoSgR8PeSv4yvOIYsi68DX3wBjB3rbE7mB1hHqq1aqcfWrYMcm4iIiKiJiYlg1mlrrkDN7j/b/CSrgFiqy8w2zPlcRu9/A1j2iT7m2LHA2rXA1KmOhyAiIiJq0mI0mPUfMDZUWysGoevHVmP5pOWm++496wHgQH/bccTuBXW0oNc+qC0oHw/sH2QoKzjzTNbMEhERUeyIkWAWWLwYGDiw4XucBJAajxTnd3vbaT1nAP/c5nxiQWaFiYiIiChGgllJkrBwIXDaaVY3iFnSRiwAs7nv/PNtR7B5nau7iIiIiDQxEczKvghTsVnmH0iZQeD3qc+eN8/ZOE50764eU1NDNyYRERFRUxITwaxtIOr7qj+QMoPGzsUusHbippuALVuA/PxGD0VERETUJMVEMBsKjc3Mii26gpG0fTbw3Cr93OMBBgxo/LhERERETVVsBrMWi64as1PYXO8O7Jm/x28wu3MnkJrm/3033GA3cl0Gt+VH/wd8F2yDWiIiIqLmJ87tCURCy5aNH0MMUsUqgRx0RdsMoLbW/N4uXQCrhVvXXOOsnhcA1qwB3nnHwWSJiIiIYkRMZGb/9Cdn9+k1sw62kNXc3n018Oa9enDb2LLb/tYtalFYCPzmN40bn4iIiKg5iYnMbGamerTeqEAVTDeDYdnnARsBjG34Pqd++1v1mBKfAgC4/tLCxg1IRERE1IzFRDAbCoEuAGv35X04b9YOy/usAmstoG6R0gKb52xGv9b9AponERERUSxhMFtPMK25rN7S6vtr8dA5ded2WWF/BubbbFlGREREFONiombWLPTdDETXX28875zducH7e7bsaTgSERERkT1mZsPAX2OCt3/1Nrb/tF0/H1owFC9+9SLSEtSeXcPbDcfRBUeRk5wTqWkSERERNXkRycwePHgQN910E0aPHo2MjAzIsox169YFNMb+/fsxffp0ZGdnIzMzE1OmTMH3338f1HxWrPB/va7MwLokoE/VFcAHvzddt+uslZeahzM7nqmfXz/8euydvxdZSVn6NQayRERERIGJSDD7zTff4M9//jP279+Pvn37BlybWlpaiqKiIqxfvx5/+MMfsHjxYmzbtg1FRUU4duyY43G0Xq6nnBLQ4w3OrlwOrFna6FZckiShIKMg+IkQERERUWSC2UGDBuHo0aP4+uuvMX/+/IDf/9BDD2HXrl14/fXXcf311+Oaa67BW2+9hf379+Ovf/1rGGbcvK1cudLtKUQdfiZG/DzM+JmY8TMx42dixs/EjJ9JaEUkmE1NTUVWVpb9jRZeeuklDB48GAMGDNCvde/eHWeddRaef/75UEwRQHALwIYOBXr0AGbPDtk0wo7/EpnxMzHi52HGz8SMn4kZPxMzfiZm/ExCK+q7GSiKgs8//xyDBg0yvTZkyBDs2rULpaWlAY0pBq1du9m84bvRde8V4t2MDGD7dqBzw80KiIiIiCgMoj6Y/fnnn1FZWYk2bdqYXtOu7d+/v1HPuKyBrGqP1YeBZ15v1PhEREREFB4BB7OKoqCystLRP6FQXl4OAEhMTDS9lpSUZLjHzvB2wwGonQWciqtqCdQk6ecXX6xmZ3uyHSwRERGR6wLuM7tu3TqMGjXK9j5JkrB9+3YUFhYGNTFNcnIyAPgNjisqKgz3iLQgd/t2tb9rT/TEu2PfxaGdh3AIh3D4wGFgP1CxpwJbt26FoigY7TkPZ/T/FbZu3QoAGDYM+OILwHcKANi8Gfj+e/Wfpqi4uFj/+UjFz8SIn4cZPxMzfiZm/EzM+JmY8TMx0uI0p8lJUcDBbI8ePfD44487utdfaUCgcnJykJiYiAMHDphe067l5+f7fe8PP/wAALj44osbfMbiZYuxGIv183fxKv4o3DOwme0sO7C5/UAhwM/EiJ+HGT8TM34mZvxMzPiZmPEzMfvhhx8wYsSIgN8XcDDbqlUrXHLJJQE/KFiSJKFPnz7YvHmz6bVNmzahc+fOSE1N9fvecePGYcWKFejYsaNl9paIiIiI3FNeXo4ffvgB48aNC+r9Ubed7Z49e1BWVobu3bvr16ZOnYqbb74ZW7du1dtzffPNN3j33XexYMECy7FatGiBiy66KOxzJiIiIqLgBZOR1UiKYrcRa2jceeedkCQJX375JZ599llcdtll6NSpEwDg1ltv1e8rKirCunXr4PV69WslJSU49dRTcfLkSdxwww2Ii4vDfffdB0VRsG3bNuTm5kbiRyAiIiKiKBOxYFaWZb/b2EqShJqaGv181KhRWL9+veEaoLbfmj9/Pt566y14vV6MGjUK9957LzqzwSsRERFRzIpYMEtEREREFGpRv2kCEREREZGVZhnMVlVV4fe//z0KCgqQkpKCYcOGYc2aNW5PyzWlpaVYtGgRJkyYgNzcXMiyjCeffNLtablq8+bNmDt3Lnr37o20tDR06NABM2bMwI4dO9yemiu++uorTJ8+HV26dEFqaipatmyJM888E6+99prbU4sqS5YsgSzL6Nu3r9tTccX7778PWZZN/3g8Hnz88cduT89VW7duxaRJk5Cbm4vU1FT06dMHDz74oNvTcsXs2bP9/jnR/qz4a7UZC3bu3IkLL7wQ7dq1Q2pqKk455RTccccdQfdWbQ62bNmC8ePHIzMzExkZGRg3bhw+++yzgMeJum4GoTBr1iysWrUK8+fPR9euXfH4449j4sSJWLt2LU477TS3pxdxR44cwR133IEOHTqgf//+WLt2rdtTct2f/vQnfPTRR5g2bRr69u2LgwcP4oEHHsCAAQOwadMm9IyxLd52796NkpISXHrppcjPz0dZWRleeuklTJo0CcuWLcMVV1zh9hRdt2/fPtx9991IS0tzeyquu/baazFo0CDDta5du7o0G/e99dZbmDRpEgYMGIDbbrsNaWlp2LVrF/bu3ev21Fzx61//GmPHjjVcUxQFV111FTp37hySHvRNzd69ezF48GBkZ2fjd7/7HXJycrBhwwYsWrQIW7duxcsvv+z2FCNu69atOOOMM9C+fXv88Y9/RG1tLR5++GEUFRXh448/Rrdu3ZwPpjQzmzZtUiRJUu699179WkVFhdK1a1dlxIgRLs7MPVVVVcqhQ4cURVGUzZs3K5IkKU888YTLs3LXhg0blOrqasO1HTt2KElJScqvfvUrl2YVXbxer9K/f3/llFNOcXsqUWHGjBnKmDFjlKKiIqVPnz5uT8cVa9euVSRJUl566SW3pxI1Tpw4obRu3VqZOnWq21OJah988IEiSZKydOlSt6fiiiVLliiyLCvbt283XJ81a5Yiy7Jy/Phxl2bmnokTJyq5ubnKsWPH9GsHDhxQ0tPTA/73qdmVGbz44ouIi4vDnDlz9GuJiYm4/PLLsWHDBuzbt8/F2bkjPj4eeXl5bk8jqgwbNgxxccYvJrp27YpevXrp2+rFOkmS0K5dOxw/ftztqbhu3bp1WLVqFf72t7+5PZWoUVJSgtraWren4bqnn34ahw8fxpIlSwAAZWVlULiu2uTpp5+GLMuYOXOm21NxxcmTJwHA9P/i1q1bQ5ZlJCQkuDEtV33wwQcYM2YMsrKy9GutW7fWS9zKysocj9XsgtlPP/0UhYWFpq8ChwwZor9OZOXQoUNo0aKF29NwTVlZGY4ePYrvvvsO9913H9544w2MGTPG7Wm5yuv1Yt68eZgzZw569erl9nSiwuzZs5GRkYGkpCSMHj0aW7ZscXtKrnnnnXeQkZGBPXv2oEePHkhLS0NGRgauvvpqVFZWuj29qFBTU4MXXngBI0aMQPv27d2ejiuKioqgKAouu+wyfPbZZ9i7dy+ee+45PPLII7jmmmticpfSyspKvz93SkoKqqqq8MUXXzgeq9nVzB44cMBvPU6bNm2gKAr279/vwqyoKVixYgX27duHO++80+2puOb666/HP//5TwBqb+gLLrgADzzwgMuzctc//vEP/Pjjj3j33XfdnorrEhISMHXqVEycOBEtWrTAV199hb/85S8YOXIkPvroI/Tr18/tKUbcjh07UF1djcmTJ2POnDlYunQp1q5di/vvvx/FxcV4+umn3Z6i6958800cPXo0pnfkHDduHO644w7cddddWL16NQD1269bb70Vixcvdnl27ujevTs2btwIRVH0fQiqq6uxadMmAAjom/RmF8yWl5cjMTHRdD0pKUl/nUj09ddfY+7cuRgxYgQuueQSt6fjmvnz52PatGnYv38/nn/+edTW1sZ0dunnn3/GokWLcNtttyEnJ8ft6bhu+PDhGD58uH5+7rnn4oILLkDfvn1x88034z//+Y+Ls3NHSUkJysvL8Zvf/Ab33XcfAGDKlCmorKzEsmXLsHjxYnTp0sXlWbrrmWeeQUJCAqZNm+b2VFzVsWNHnHnmmZg6dSpycnLw+uuvY8mSJWjdujWuvvpqt6cXcVdffTWuvvpqXHbZZViwYAFqa2tx55134uDBgwACi9eaXZlBcnKy3//5VlRU6K8T1Xfo0CGcc845yM7OxgsvvOB3p7pYUVhYiNGjR+Piiy/G6tWrcfLkSUyaNMntabnm1ltvRW5uLubOnev2VKJWly5dMHnyZLz33nsxWSuq/T/lwgsvNFz/5S9/CUVRsGHDBjemFTVKS0uxevVqjB8/HtnZ2W5PxzXPPvssrrzySjz66KO47LLLMGXKFCxfvhyzZs3C73//exw7dsztKUbcVVddhVtuuQUrV65Er1690K9fP3z//fdYsGABAATUOabZBbNt2rTx28NOu5afnx/pKVEUO3HiBMaPH48TJ07gzTffROvWrd2eUlSZOnUqPvnkk5jsv7tz504sX74c8+bNw759+7B792788MMPqKioQHV1NXbv3h2T/wPyp127dqiqqkJpaanbU4k47f8prVq1MlzXFvrE+p+Rl19+GeXl5TFdYgCo5UoDBgwwlUFOmjQJZWVl2LZtm0szc9cdd9yBQ4cO4YMPPsDnn3+OTZs26QtLCwsLHY/T7ILZ/v3749tvv0VJSYnh+saNGyFJEvr37+/SzCjaVFZW4txzz8XOnTvx+uuvo3v37m5PKepoX/MUFxe7PJPI27dvHxRFwbx589CpUyd06tQJnTt3xqZNm/DNN9+gc+fOuOOOO9yeZlTYtWsXkpKSYrIH78CBAwGY6/u09RktW7aM+JyiydNPP420tDScd955bk/FVYcOHfLb/aO6uhqAukguVmVmZuK0007TF9i+/fbbaNu2LXr06OF4jGYXzE6dOhU1NTVYtmyZfq2qqgqPP/44hg0bhoKCAhdnR9HC6/Vi+vTp2LRpE1588UW920Ws+umnn0zXampq8MQTTyA5OTnmNpEAgN69e+Pll1/Gyy+/jFdeeUX/p1evXujQoQNeeeUVXH755W5PM6KOHDliuvbZZ5/h1Vdfxbhx41yYkfumT58ORVHw6KOPGq4vX74c8fHxKCoqcmdiUeDIkSN455138Itf/EJftxKrCgsLsW3bNuzcudNw/ZlnnonpXQVFzz33HDZv3oz58+cH9L5mtwBsyJAhmDZtGm6++WYcOnRI3wFs9+7deOyxx9yenmseeughHD9+XM8erF69Gnv27AEAzJs3D+np6W5OL+Kuu+46vPrqq5g0aRKOHDliWnEca1+JXXXVVThx4gRGjhyJgoICHDx4EE8//TS++eYb3HvvvUhJSXF7ihGXm5vrt174vvvugyRJMZlpmjFjBpKTk3HaaachLy8PX375JZYvX460tDTcfffdbk/PFf3798dll12Gxx57DNXV1TjzzDPx3nvv4aWXXsItt9wS06VLzz77LGpra2Puv6f+3HjjjXjzzTdx+umnY+7cucjNzcWrr76K//73v5gzZ05M/jlZv349Fi9ejLPPPhu5ubnYsGGDvmPrvHnzAhssVDs5RJPKykplwYIFSn5+vpKcnKwMHTpUefvtt92elqs6duyoyLLs95/du3e7Pb2IKyoqsvw8ZFl2e3oR99xzzylnn3220qZNGyUhIUHJzc1Vzj77bOW1115ze2pRp6ioSOnbt6/b03DFAw88oAwbNkxp0aKFkpCQoBQUFCizZs1Sdu3a5fbUXFVTU6MsXrxY6dSpk5KYmKgUFhYq999/vyUQ/WAAAAhfSURBVNvTct3w4cOVNm3aKF6v1+2pRIVPPvlEOeecc5T8/HwlMTFR6dGjh7J06VKltrbW7am5YteuXcr48eOVvLw8JTk5WenZs6dyzz33mHbndEJSlBhcfkpEREREzUKzq5klIiIiotjBYJaIiIiImiwGs0RERETUZDGYJSIiIqImi8EsERERETVZDGaJiIiIqMliMEtERERETRaDWSIiIiJqshjMEhERETURpaWlWLRoESZMmIDc3FzIsownn3wy4vP49ttvMX/+fIwYMQLJycmQZRk//vij33vnz5+PgQMHIjc3F6mpqejZsyf++Mc/orS0NCRzYTBLRERE1EQcOXIEd9xxB77++mv0798fkiS5Mo8NGzbgwQcfRElJCXr27NngPLZs2YKRI0di8eLFuP/++zF69GgsXboUEyZMCMlc4kIyChERERGFXX5+Pg4ePIi8vDxs2bIFgwcPdmUekydPxtSpU5Gamoq//vWv+PTTTy3vXbdunela586dceONN+Ljjz/GkCFDGjUXZmaJiJqA9evX48MPP3R7GkTksvj4eOTl5Tm694033sDIkSORlpaGjIwMnHvuufjqq69CMo+srCykpqYG/f4OHTpAURQcP3680XNhMEtEFOV27tyJ1157DSNGjHB0/0033RSyWjQiapqeeuopnHvuuUhPT8c999yD2267Ddu3b8cZZ5xhWdsaTrW1tTh69CgOHDiAt956CwsXLkRmZmajs7IAg1kioqjx8ssv49ixY6brt9xyC/7whz84Hmfu3LmYP39+KKdGRE1IaWkprrnmGlx55ZV4/fXXcfXVV+OGG27Axo0b4fV6cdddd0V8Tps3b0bLli1RUFCA8ePHAwBWr16NrKysRo/NmlkioihQXl6OCy+8EFu3bkV2drZ+fcOGDcjLy0N6errjsdq2bYvCwkK88sormDJlSjimS0RR7O2330ZxcTEuvPBCHD16VL8uSRKGDh2K9957T7/m9XpRXV3taNzExMSg59SzZ0+sWbMGpaWl+Oijj7BmzRqcOHEi6PHqYzBLRBQFPv74Y6SlpaFXr16G6w8//DDmzp0b8Hhz5szBpEmTGMwSxaAdO3ZAURSMGjXK9JokScjMzNTPn3rqKcyePdt2TEmSUF5ejoSEhKDmlJ6ejtGjRwMAzjvvPPTt2xeTJ0/Gtm3b0KdPn6DG1DCYJSKKAh9++CGGDx9uuv7BBx/gscceC3i8zMxMZGVl4YsvvkDv3r1DMUUiaiK83v9v725ComrDMI5fgwlGZBINokkyMwUKRZoKJmpuwmUQCkGoKO0KFyqKi/wg1BYipFhJiyyLok20EBEEzQ90oQslCMKUskFCwQ8yGtNzWkT2DqPvq9k4c3z/v+U593O4z2zm4vB8GLLZbHry5IkiIyN97h848Dv+ZWRkqL29fVvPDQ0N/Vst6vLly8rLy9Pz588JswBgZY8ePVJPT4+6u7t18uRJ5efnq6ioSFlZWZqcnJTdbvf64/nFMAzV1tYqJCREhw4d0pEjR3Tt2jWvmvPnz6urq4swC/zPuFwumaYpu92+8TV0K06nU06nc486+83j8cgwDC0tLe36WSwAA4AAKigoUEdHh9bX19XY2KjHjx8rKytLkuR2u7fcgqexsVEOh0NVVVVKT09XVVWVT83Zs2f/de9HAPtTdna2wsPDVV9fr7W1NZ/78/Pze9bL0tLSpj08ePBANpvtr+yTy5dZAAiwN2/eaGVlRcnJyV7X5+bmvOa2/dPr1691+vRpff/+XQkJCerr6/OpOXr0qN6/f++PlgEEUGtrqxYXF+V2uyX93BVgZmZGklRcXKzDhw/r3r17ys/P17lz53TlyhXZ7XZ9/PhRnZ2dSk9PV3Nz8656WF5eVnNzs2w2m4aGhmSaplpaWhQREaGIiAhdv35dktTX16fi4mLl5OTo1KlTWl1dVX9/v16+fKmUlBRdvXp1dz+GJJtpmuaunwIA+GNtbW1qb2/X8PCw1/UXL17o1atXevr0qc+YpqYmlZWVKSwsTLm5uWpra1NYWJhXzbt373Tp0iW9ffvWr/0D2FsOh2PLvWKnp6d14sQJST9P3rp9+7ZGRkbk8Xh0/PhxZWRk6MaNG0pMTNxVDx8+fJDD4dj0GNvY2FhNTU1JkqampnTr1i0NDg5qdnZWpmnK5XIpNzdXZWVlOnjw4K76kPgyCwABNzAwoLS0NJ/rx44d2/J0nJKSEqWmpqqzs1N3795VXFycKisrvWrW19f/eOUxgOA1PT29rbrMzExlZmb6pYfY2FgZhvGfdU6n848Wse4Ec2YBIMCGhoY2Tvd69uyZPn36JEmKiory2iNSktbW1nTmzBl1dHQoLS1NdXV1qqmp8amTpIWFBdntdv+/AAAEEGEWAAJsfn5e8fHx+vLliyYnJxUTEyNJiouL0+fPn72+fnz9+lUej2cj/BqGobGxMRUUFGz63Ojo6L15CQAIEKYZAECAVVZW6s6dO4qOjlZpaenG9V+n9YyPj2/MbwsPD1dFRYUePnyo0NBQLS4uqrCwcNN9GkdHR30WlQHAfsMCMAAIYt3d3erv71ddXd2Ox168eFH379+Xy+XyQ2cAEByYZgAAQSw7O1sTExP69u3bjsa53e6NVcMAsJ8RZgEgyFVXV6u2tnZHY1paWnTz5k0/dQQAwYMwCwBBLjk5WUlJSert7d1W/fj4uFZXV3XhwgU/dwYAgcecWQDYZxoaGlReXq6QkJBAtwIAfkeYBQAAgGUxzQAAAACWRZgFAACAZRFmAQAAYFmEWQAAAFgWYRYAAACWRZgFAACAZRFmAQAAYFmEWQAAAFgWYRYAAACWRZgFAACAZRFmAQAAYFk/AJv7/29+XnCvAAAAAElFTkSuQmCC",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd6ce16f90>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "1.6678204759907603e-13"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df=deltaT; \n",
    "w=1/0.02*t_unit;\n",
    "lambda0=0.895e-6;\n",
    "ω=2.*pi*c/lambda0 \n",
    "t_cutoff=5*t_unit; t_0=t_cutoff;\n",
    "t=t*t_unit;\n",
    "E_source=exp(-im*ω*t-(t-t_0).^2/2/w^2)\n",
    "figure;\n",
    "plot(t,real(E_source))\n",
    "plot(t,imag(E_source))\n",
    "title(\"\\$E_{source}(t)/E_0\\$\")\n",
    "xlabel(L\"t(s)\")\n",
    "#ylabel(L\"$E_y$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=8)\n",
    "w"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, we use the FDTD simulation to calculate a Gaussian dipole source decaying in the time domain to compare with the analytical expression of the dipole source defined based on the MEEP manual as shown above to get the scaling factor of the complex amplitude. \n",
    "The FDTD simulation is performed using the same set of computing parameters as the waveguide case (actually using the square waveguide case for the data below) except that the dipole source is completely in vacuum and oscillating along $x$-axis.\n",
    "We find the field amplitude scaling factor by plotting out and fitting the first a few periods of time-series signal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd6d700090>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "using HDF5\n",
    "# Load dipole simulation data using vacuum as the environmental material.\n",
    "ex_vac = h5read(\"data/vacuum-Ert-240.h5\", \"ex.r\") + im*h5read(\"data/vacuum-Ert-240.h5\", \"ex.i\");\n",
    "ey_vac = h5read(\"data/vacuum-Ert-240.h5\", \"ey.r\") + im*h5read(\"data/vacuum-Ert-240.h5\", \"ey.i\");\n",
    "ez_vac = h5read(\"data/vacuum-Ert-240.h5\", \"ez.r\") + im*h5read(\"data/vacuum-Ert-240.h5\", \"ez.i\");\n",
    "ex_vac = ex_vac[end:-1:1]; ey_vac = ey_vac[end:-1:1]; ez_vac = ez_vac[end:-1:1];\n",
    "# Change the scaling factor and initial phase shift for the dipole source amplitude to make both the analytical and numerical curves match up.\n",
    "E_source_fit=(5.78e+3exp(1.*pi/6.3.*im))*E_source;\n",
    "# Plot out the fitted analytical solution of the dipole source signal against the simulated data.\n",
    "using PyPlot\n",
    "figure;\n",
    "ax = gca()\n",
    "cp = ax[:plot](t[1:10],real(E_source_fit[1:10]),\"r-\")\n",
    "cp = ax[:plot](t[1:10],-imag(E_source_fit[1:10]),\"b-\") # There is a sign difference for the imaginary part.\n",
    "cp = ax[:plot](t[1:10],real(ex_vac[1:10]),\"k-.\")\n",
    "cp = ax[:plot](t[1:10],imag(ex_vac[1:10]),\"y-.\")\n",
    "xlabel(\"t\")\n",
    "ylabel(\"E(t)\")\n",
    "# Correct the sign flip of the imaginary part of the fitted dipole signal function.\n",
    "E_source_fit=real(E_source_fit)-im*imag(E_source_fit);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's look at the signal in the frequency domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd6ca7fe50>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "PyObject <matplotlib.legend.Legend object at 0x7efd6c9aa290>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "E_source_f = fft(E_source_fit)\n",
    "#E_source_f = fftshift(E_source_fit) # Shift the data as before.\n",
    "figure;\n",
    "plot(freq_scale,real(E_source_f))\n",
    "plot(freq_scale,imag(E_source_f))\n",
    "title(\"\\$E_{source}(f)/E_0\\$\")\n",
    "xlabel(L\"f (THz)\")\n",
    "xlim([320,350])\n",
    "#ylim([-1.2e4,1.2e4])\n",
    "#ylabel(L\"$E_y$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The signal in MEEP is a complex function and is different from other software. \n",
    "By adding a proper scaling factor including a phase shift over the field amplitude and a sign flip over the imaginary part of the expected analytical expression of the dipole source signal, the frequency domain curve looks about right with a central frequency at $f_0=335$THz as expected."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The Green's function and decay rates\n",
    "We can calculate the Green's function in the frequency domain using the detected field and signal components obtained earlier. Only the imaginary part is related to us, and the Green's function we can obtain is normalized to the dipole excited in free space."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd6b1fbfd0>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "PyObject <matplotlib.legend.Legend object at 0x7efd6b0a2b50>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Gxx=ex_f./(E_source_f)\n",
    "Gyx=ey_f./(E_source_f)\n",
    "Gzx=ez_f./(E_source_f)\n",
    "\n",
    "figure(figsize=(24,6))\n",
    "subplot(1,3,1)\n",
    "plot(real(Gxx))\n",
    "plot(imag(Gxx))\n",
    "title(\"\\$G_{xx}(f)\\$\")\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{xx}/G_0$ (arbitrary units)\")\n",
    "#ylim([-2e-2,2e-2])\n",
    "legend([\"Real\", \"Imag\"],fontsize=12,loc=\"lower left\")\n",
    "#legend([\"Imag\"],fontsize=8)\n",
    "\n",
    "subplot(1,3,2)\n",
    "plot(real(Gyx))\n",
    "plot(imag(Gyx))\n",
    "title(\"\\$G_{yx}(f)\\$\")\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{yx}/G_0$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)\n",
    "\n",
    "subplot(1,3,3)\n",
    "plot(real(Gzx))\n",
    "plot(imag(Gzx))\n",
    "title(\"\\$G_{zx}(f)\\$\")\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#ylim([-10,10])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{zx}/G_0$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "Above shows the local Green's function elements at the dipole position due to the dipole oscillating along x-direction. \n",
    "More details on the units of electric field defined in MEEP can be found at: http://meepunits.wikia.com/wiki/Meep_unit_transformation_Wiki and http://ab-initio.mit.edu/wiki/index.php/Meep_Introduction. \n",
    "It is also helpful to use a finer gridding scale in the simulation to obtain the accurate Purcell factor value since the FDTD method yields field components which may not be at the chosen place due to the way it meshes. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# Other Green's function tensor elements\n",
    "\n",
    "With a dipole orientated along $y$- and $z$-directions, one can obtain the other elements of the Green's function tensor in the frequency domain. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "PyPlot.Figure(PyObject <matplotlib.figure.Figure object at 0x7efd6be78f90>)"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# With a dipole orientated along y-axis.\n",
    "ex = h5read(\"data/nanofiber-Ert-ey.h5\", \"ex.r\") + im*h5read(\"data/nanofiber-Ert-ey.h5\", \"ex.i\")\n",
    "ey = h5read(\"data/nanofiber-Ert-ey.h5\", \"ey.r\") + im*h5read(\"data/nanofiber-Ert-ey.h5\", \"ey.i\")\n",
    "ez = h5read(\"data/nanofiber-Ert-ey.h5\", \"ez.r\") + im*h5read(\"data/nanofiber-Ert-ey.h5\", \"ez.i\")\n",
    "ex = ex[end:-1:1]; ey = ey[end:-1:1]; ez = ez[end:-1:1];\n",
    "ex_f=fft(ex); ey_f=fft(ey); ez_f=fft(ez);\n",
    "Gxy=ex_f./(E_source_f);\n",
    "Gyy=ey_f./(E_source_f);\n",
    "Gzy=ez_f./(E_source_f);\n",
    "\n",
    "# With a dipole orientated along z-axis.\n",
    "ex = h5read(\"data/nanofiber-Ert-ez.h5\", \"ex.r\") + im*h5read(\"data/nanofiber-Ert-ez.h5\", \"ex.i\")\n",
    "ey = h5read(\"data/nanofiber-Ert-ez.h5\", \"ey.r\") + im*h5read(\"data/nanofiber-Ert-ez.h5\", \"ey.i\")\n",
    "ez = h5read(\"data/nanofiber-Ert-ez.h5\", \"ez.r\") + im*h5read(\"data/nanofiber-Ert-ez.h5\", \"ez.i\")\n",
    "ex = ex[end:-1:1]; ey = ey[end:-1:1]; ez = ez[end:-1:1];\n",
    "ex_f=fft(ex); ey_f=fft(ey); ez_f=fft(ez);\n",
    "Gxz=ex_f./(E_source_f);\n",
    "Gyz=ey_f./(E_source_f);\n",
    "Gzz=ez_f./(E_source_f);\n",
    "\n",
    "# Plot the corresponding GFT elements.\n",
    "figure(figsize=(18,6))\n",
    "subplot(2,3,1)\n",
    "plot(real(Gxy))\n",
    "plot(imag(Gxy))\n",
    "title(\"\\$G_{xy}(f)\\$\")\n",
    "#xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{xx}/G_0$ (arbitrary units)\")\n",
    "#ylim([-20,20])\n",
    "legend([\"Real\", \"Imag\"],fontsize=12,loc=\"lower left\")\n",
    "#legend([\"Imag\"],fontsize=8)\n",
    "\n",
    "subplot(2,3,2)\n",
    "plot(real(Gyy))\n",
    "plot(imag(Gyy))\n",
    "title(\"\\$G_{yy}(f)\\$\")\n",
    "#xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{yx}/G_0$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)\n",
    "\n",
    "subplot(2,3,3)\n",
    "plot(real(Gzy))\n",
    "plot(imag(Gzy))\n",
    "title(\"\\$G_{zy}(f)\\$\")\n",
    "#xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#ylim([-10,10])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{zx}/G_0$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)\n",
    "\n",
    "subplot(2,3,4)\n",
    "plot(real(Gxz))\n",
    "plot(imag(Gxz))\n",
    "title(\"\\$G_{xz}(f)\\$\")\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{xx}/G_0$ (arbitrary units)\")\n",
    "#ylim([-20,20])\n",
    "legend([\"Real\", \"Imag\"],fontsize=12,loc=\"lower left\")\n",
    "#legend([\"Imag\"],fontsize=8)\n",
    "\n",
    "subplot(2,3,5)\n",
    "plot(real(Gyz))\n",
    "plot(imag(Gyz))\n",
    "title(\"\\$G_{yz}(f)\\$\")\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{yx}/G_0$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)\n",
    "\n",
    "subplot(2,3,6)\n",
    "plot(real(Gzz))\n",
    "plot(imag(Gzz))\n",
    "title(\"\\$G_{zz}(f)\\$\")\n",
    "xlabel(L\"f(THz)\")\n",
    "xlim([320,350])\n",
    "#ylim([-10,10])\n",
    "#xticks(linspace(800,960,5))\n",
    "#ylabel(L\"$G_{zx}/G_0$ (arbitrary units)\")\n",
    "legend([\"Real\", \"Imag\"],fontsize=12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 0.5.1",
   "language": "julia",
   "name": "julia-0.5"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "0.5.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
